From 1c7daa06b06d91957b7d4149f3ce3587b4df22ec Mon Sep 17 00:00:00 2001 From: Rebecca Fisher Date: Mon, 29 Jul 2024 13:04:28 +0800 Subject: [PATCH 01/76] ingore scripts --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index e6c2c136..d32f20f4 100644 --- a/.gitignore +++ b/.gitignore @@ -16,3 +16,4 @@ inst/doc paper/paper.pdf scripts/boron_samples1 scripts/checks.md +scripts/ \ No newline at end of file From e726e7486e3f602c5938e7c16553f088563e4415 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 09:42:34 -0700 Subject: [PATCH 02/76] usethis::use_readme_rmd() --- README.Rmd | 5 +++-- README.md | 11 ++++++----- man/figures/README-unnamed-chunk-11-1.png | Bin 0 -> 72928 bytes man/figures/README-unnamed-chunk-6-1.png | Bin 0 -> 52264 bytes 4 files changed, 9 insertions(+), 7 deletions(-) create mode 100644 man/figures/README-unnamed-chunk-11-1.png create mode 100644 man/figures/README-unnamed-chunk-6-1.png diff --git a/README.Rmd b/README.Rmd index 68a82915..cee5e5ad 100644 --- a/README.Rmd +++ b/README.Rmd @@ -4,11 +4,12 @@ output: github_document -```{r setup, include = FALSE} +```{r, include = FALSE} knitr::opts_chunk$set( collapse = TRUE, comment = "#>", - fig.path = "man/figures/README-" + fig.path = "man/figures/README-", + out.width = "100%" ) ``` diff --git a/README.md b/README.md index a9a0c8ae..d8ffcbfe 100644 --- a/README.md +++ b/README.md @@ -79,7 +79,7 @@ and can be quickly plotted using `autoplot` autoplot(fits) ``` -![](man/figures/README-unnamed-chunk-5-1.png) + The goodness of fit can be assessed using `ssd_gof` @@ -106,7 +106,7 @@ print(hc5) #> # A tibble: 1 × 11 #> dist proportion est se lcl ucl wt method nboot pboot samples #> -#> 1 average 0.05 1.26 0.781 0.407 3.29 1 parametr… 1000 0.999 +#> 1 average 0.05 1.26 0.782 0.407 3.29 1 parametr… 1000 1 ``` To bootstrap in parallel set `future::plan()`. 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z!+Wz;Wj%bP<<-(UoZdQNXY#x5mT)$Xx`1#GJ+NqVz>RGl8!;hYFa?B#A$i~Y8kn2Z zsf}KXN=QpX#zrIaIeF1$>I=aAKW(fXwy|UF!z1asGu=lcaVM*cdRo^g$+LR%q*{NP z&U*t9Rqewho9mwyEg0Y|ep5X$r6^ZTE#!0M%*5(RtR)1z674F1%4N^K;DG=u_CpCu zPcXn`vXA)g21J>$%xSOjy*+#u{O)gg>{tBphmMbqssI;guYeju=3SHNALaiND3=Lu zy>FUoMH3?4LKm==G>Hj?9oAY*JP+l=vDtX9{sD`Gq-={}ej3MD22!!TZ2<&x;Q_Gt zJx0R@dK|M}vq(4N=S*Hz)W9#XNd7ni`q|`TIC;tfKiAjRYExR=M}|LgOK{XwZ?XiI zeT!};@Cb3AmUE??b%lCEa1{Yn(K#XYxs;hud+jR2fTebV@{jIgk!NneqIExZjrVsh z?oR-L>%|_9bhU=+&22%%ol=vM3dJ7HA}F2HMfM*84V30+uPpAZBbS7%tnxj&;khGx z9XX=VmfIq3A35TWPt~*cHn~#V^C Date: Thu, 15 Aug 2024 09:45:43 -0700 Subject: [PATCH 03/76] usethis::use_pkgdown_github_pages() --- .gitignore | 12 ++++++------ _pkgdown.yml | 1 + 2 files changed, 7 insertions(+), 6 deletions(-) diff --git a/.gitignore b/.gitignore index e6c2c136..21acaa45 100644 --- a/.gitignore +++ b/.gitignore @@ -10,9 +10,9 @@ *.html -docs/ -inst/docs/ -inst/doc -paper/paper.pdf -scripts/boron_samples1 -scripts/checks.md +/docs/ +/inst/docs/ +/inst/doc/ +/paper/paper.pdf +/scripts/boron_samples1 +/scripts/checks.md diff --git a/_pkgdown.yml b/_pkgdown.yml index 0a103b72..56662f69 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -1,3 +1,4 @@ +url: ~ template: bootstrap: 5 authors: From 0e596e0ec00b7ddf0322ed25f3393458e0e98199 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 09:49:40 -0700 Subject: [PATCH 04/76] update git ignore --- .gitignore | 1 - 1 file changed, 1 deletion(-) diff --git a/.gitignore b/.gitignore index 21acaa45..3ed4cd64 100644 --- a/.gitignore +++ b/.gitignore @@ -12,7 +12,6 @@ /docs/ /inst/docs/ -/inst/doc/ /paper/paper.pdf /scripts/boron_samples1 /scripts/checks.md From 0e28cbab13ea93e0f33c29dc5c4feb011a2da82a Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 09:51:47 -0700 Subject: [PATCH 05/76] pkgdown --- .github/workflows/pkgdown.yaml | 12 +++++++----- _pkgdown.yml | 24 +++++++++++------------- 2 files changed, 18 insertions(+), 18 deletions(-) diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml index 0b5cf489..4bbce750 100644 --- a/.github/workflows/pkgdown.yaml +++ b/.github/workflows/pkgdown.yaml @@ -2,14 +2,16 @@ # Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help on: push: - branches: main + branches: [main, master] pull_request: - branches: main + branches: [main, master] release: types: [published] workflow_dispatch: -name: pkgdown +name: pkgdown.yaml + +permissions: read-all jobs: pkgdown: @@ -22,7 +24,7 @@ jobs: permissions: contents: write steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - uses: r-lib/actions/setup-pandoc@v2 @@ -41,7 +43,7 @@ jobs: - name: Deploy to GitHub pages 🚀 if: github.event_name != 'pull_request' - uses: JamesIves/github-pages-deploy-action@v4.4.1 + uses: JamesIves/github-pages-deploy-action@v4.5.0 with: clean: false branch: gh-pages diff --git a/_pkgdown.yml b/_pkgdown.yml index 56662f69..bb46bf65 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -3,32 +3,30 @@ template: bootstrap: 5 authors: Joe Thorley: - href: "https://github.com/joethorley" + href: https://github.com/joethorley Rebecca Fisher: - href: "https://www.aims.gov.au/about/our-people/dr-rebecca-fisher" + href: https://www.aims.gov.au/about/our-people/dr-rebecca-fisher David Fox: - href: "https://training.ecotox.science/who-we-are/" + href: https://training.ecotox.science/who-we-are/ Carl Schwarz: - href: "https://www.sfu.ca/stat-actsci/department/profiles/carl-schwarz.html" + href: https://www.sfu.ca/stat-actsci/department/profiles/carl-schwarz.html Province of British Columbia: - href: "https://www2.gov.bc.ca/" + href: https://www2.gov.bc.ca/ Environment and Climate Change Canada: - href: "https://www.canada.ca/en/environment-climate-change.html" + href: https://www.canada.ca/en/environment-climate-change.html Australian Government Department of Climate Change, Energy, the Environment and Water: - href: "https://www.dcceew.gov.au/" - + href: https://www.dcceew.gov.au/ destination: docs - reference: - title: Distribution Names desc: Functions that return character vectors of distribution names - contents: + contents: - '`ssd_dists`' - '`ssd_dists_all`' - '`ssd_dists_bcanz`' - title: Fit desc: Functions that fit distributions to data - contents: + contents: - '`ssd_fit_dists`' - '`ssd_fit_bcanz`' - '`ssd_fit_burrlioz`' @@ -72,7 +70,7 @@ reference: - '`ssdtools-ggproto`' - title: Distributional Functions desc: Distribution, quantile, random functions - contents: + contents: - '`ssd_p`' - '`ssd_q`' - '`ssd_r`' @@ -111,7 +109,6 @@ reference: - '`plgumbel`' - '`qlgumbel`' - '`rlgumbel`' - articles: - title: All vignettes contents: @@ -121,3 +118,4 @@ articles: - customising-plots - additional-technical-details - faqs + From 0ec1dad099e6ca8380047d1f9ee4d4030d20248b Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 09:57:34 -0700 Subject: [PATCH 06/76] usethis::use_tidy_style() --- R/bcanz.R | 22 +- R/boot.R | 34 +- R/censor.R | 2 +- R/cis.R | 2 +- R/data.R | 6 +- R/dists.R | 6 +- R/estimates.R | 7 +- R/fit.R | 87 +- R/ggplot.R | 6 +- R/hc-burrlioz.R | 8 +- R/hc.R | 116 +- R/hcp.R | 270 +-- R/helpers.R | 4 +- R/hp.R | 79 +- R/internal.R | 4 +- R/licensing.R | 10 +- R/llogis-llogis.R | 18 +- R/lnorm-lnorm.R | 28 +- R/lnorm.R | 2 +- R/min-pmix.R | 2 +- R/multi.R | 742 ++++---- R/params.R | 12 +- R/plot-cdf.R | 12 +- R/plot-cf.R | 2 +- R/plot-data.R | 10 +- R/predict.R | 56 +- R/ssd-plot.R | 12 +- R/test-helpers.R | 37 +- man/ssd_p.Rd | 2 +- man/ssd_q.Rd | 2 +- man/ssd_r.Rd | 2 +- tests/testthat/test-estimates.R | 2 +- tests/testthat/test-gof.R | 22 +- tests/testthat/test-gompertz.R | 6 +- tests/testthat/test-hc-burrlioz.R | 2 +- tests/testthat/test-hc-root.R | 18 +- tests/testthat/test-hc.R | 276 ++- tests/testthat/test-hcp-root.R | 14 +- tests/testthat/test-hp-burrlioz.R | 6 +- tests/testthat/test-hp-root.R | 11 +- tests/testthat/test-hp.R | 41 +- tests/testthat/test-invpareto.R | 6 +- tests/testthat/test-lnorm-lnorm.R | 8 +- tests/testthat/test-multi.R | 54 +- tests/testthat/test-plot-data.R | 6 +- tests/testthat/test-predict.R | 45 +- tests/testthat/test-ssd-min-pmix.R | 2 +- tests/testthat/test-weighted.R | 71 +- tests/testthat/test-zzz-unstable.R | 1693 ++++++++++--------- vignettes/articles/confidence-intervals.Rmd | 16 +- vignettes/distributions.Rmd | 369 ++-- vignettes/model-averaging.Rmd | 199 ++- vignettes/ssdtools.Rmd | 28 +- 53 files changed, 2279 insertions(+), 2218 deletions(-) diff --git a/R/bcanz.R b/R/bcanz.R index c7e0ab75..f9ddcf48 100644 --- a/R/bcanz.R +++ b/R/bcanz.R @@ -32,7 +32,7 @@ ssd_dists_bcanz <- function(npars = c(2L, 5L)) { chk_unique(npars) check_dim(npars, values = 1:2) chk_subset(npars, c(2L, 5L)) - + ssd_dists(bcanz = TRUE, npars = npars) } @@ -50,8 +50,8 @@ ssd_dists_bcanz <- function(npars = c(2L, 5L)) { #' ssd_fit_bcanz(ssddata::ccme_boron) ssd_fit_bcanz <- function(data, left = "Conc", dists = ssd_dists_bcanz()) { ssd_fit_dists(data, - left = left, - dists = dists + left = left, + dists = dists ) } @@ -72,10 +72,10 @@ ssd_fit_bcanz <- function(data, left = "Conc", dists = ssd_dists_bcanz()) { #' ssd_hc_bcanz(fits, nboot = 100) ssd_hc_bcanz <- function(x, nboot = 10000, min_pboot = 0.95) { ssd_hc(x, - proportion = c(0.01, 0.05, 0.1, 0.2), - ci = TRUE, - nboot = nboot, - min_pboot = min_pboot + proportion = c(0.01, 0.05, 0.1, 0.2), + ci = TRUE, + nboot = nboot, + min_pboot = min_pboot ) } @@ -95,9 +95,9 @@ ssd_hc_bcanz <- function(x, nboot = 10000, min_pboot = 0.95) { #' ssd_hp_bcanz(fits, nboot = 100) ssd_hp_bcanz <- function(x, conc = 1, nboot = 10000, min_pboot = 0.95) { ssd_hp(x, - conc = conc, - ci = TRUE, - nboot = nboot, - min_pboot = min_pboot + conc = conc, + ci = TRUE, + nboot = nboot, + min_pboot = min_pboot ) } diff --git a/R/boot.R b/R/boot.R index 001aa4cf..d537b21a 100644 --- a/R/boot.R +++ b/R/boot.R @@ -58,14 +58,14 @@ sample_parameters <- function(i, dist, fun, data, args, pars, weighted, censorin parametric = parametric ) - if(!is.null(save_to)) { + if (!is.null(save_to)) { readr::write_csv(new_data, boot_filepath(i, dist, save_to)) } if (dist == "lnorm_lnorm") { pars <- slnorm_lnorm(new_data) } - if(dist == "multi") { + if (dist == "multi") { dist2 <- names(pars) } else { dist2 <- dist @@ -76,17 +76,17 @@ sample_parameters <- function(i, dist, fun, data, args, pars, weighted, censorin range_shape2 = range_shape2, control = control, pars = pars, hessian = FALSE, censoring = censoring, weighted = weighted )$result - + if (is.null(fit)) { return(NULL) } est <- estimates(fit, all_estimates = TRUE) - - if(!is.null(save_to)) { + + if (!is.null(save_to)) { saveRDS(est, boot_filepath(i, dist, save_to, prefix = "estimates", ext = ".rds")) } - - if(!is.null(wts)) { + + if (!is.null(wts)) { est[names(wts)] <- unname(wts) } est @@ -99,23 +99,23 @@ boot_estimates <- function(fun, dist, estimates, pars, nboot, data, weighted, ce args <- c(args, estimates) data <- data[c("left", "right", "weight")] - + seeds <- seed_streams(nboot) - - if(fix_weights) { + + if (fix_weights) { wts <- estimates[stringr::str_detect(names(estimates), "\\.weight$")] } else { wts <- NULL } - - if(!is.null(save_to)) { - if(!requireNamespace("readr", quietly = TRUE)) { + + if (!is.null(save_to)) { + if (!requireNamespace("readr", quietly = TRUE)) { err("Package 'readr' must be installed.") } readr::write_csv(data, boot_filepath(0, dist, save_to)) saveRDS(estimates, boot_filepath(0, dist, save_to, prefix = "estimates", ext = ".rds")) } - + estimates <- future_map(1:nboot, sample_parameters, dist = dist, fun = sfun, data = data, args = args, pars = pars, @@ -125,7 +125,9 @@ boot_estimates <- function(fun, dist, estimates, pars, nboot, data, weighted, ce wts = wts, .options = furrr::furrr_options(seed = seeds) ) - names(estimates) <- boot_filename(1:length(estimates), prefix = "", sep = "", - dist = paste0("_", dist)) + names(estimates) <- boot_filename(1:length(estimates), + prefix = "", sep = "", + dist = paste0("_", dist) + ) estimates[!vapply(estimates, is.null, TRUE)] } diff --git a/R/censor.R b/R/censor.R index 6ca98f30..bcd5eb63 100644 --- a/R/censor.R +++ b/R/censor.R @@ -33,7 +33,7 @@ censoring_text <- function(x) { #' Is Censored #' `r lifecycle::badge('deprecated')` -#' +#' #' Deprecated for [`ssd_is_censored()`]. #' #' @param x A fitdists object. diff --git a/R/cis.R b/R/cis.R index c5eaff38..9ab182b2 100644 --- a/R/cis.R +++ b/R/cis.R @@ -21,7 +21,7 @@ xcis_estimates <- function(x, args, n, what, level, samples) { ests <- do.call(what, args) names(ests) <- n quantile <- quantile(ests, probs = probs(level)) - samples <- if(samples) ests else numeric(0) + samples <- if (samples) ests else numeric(0) data.frame( se = sd(ests), lcl = quantile[1], ucl = quantile[2], samples = I(list(samples)), diff --git a/R/data.R b/R/data.R index 01c0ef7c..df10b410 100644 --- a/R/data.R +++ b/R/data.R @@ -46,12 +46,12 @@ "dist_data" #' Pearson 1000 Data -#' +#' #' An example tibble of 1000 values simulated using a Pearson distribution #' with a #FIXME of #FIXME and a #FIXME of #FIXME. -#' +#' #' The data is released under $FIXME -#' +#' #' @format A tbl data frame that includes: #' \describe{ #' \item{Conc}{A numeric vector of the simulate concentrations.} diff --git a/R/dists.R b/R/dists.R index b2b95ba2..9ddfe24b 100644 --- a/R/dists.R +++ b/R/dists.R @@ -29,11 +29,11 @@ ssd_dists <- function(bcanz = NULL, tails = NULL, npars = 2:5) { chk_null_or(bcanz, vld = vld_flag) chk_null_or(tails, vld = vld_flag) - + chk_whole_numeric(npars) chk_not_any_na(npars) chk_range(npars, c(2L, 5L)) - + dists <- ssdtools::dist_data if (!is.null(bcanz)) { dists <- dists[dists$bcanz == bcanz, ] @@ -42,7 +42,7 @@ ssd_dists <- function(bcanz = NULL, tails = NULL, npars = 2:5) { dists <- dists[dists$tails == tails, ] } dists <- dists[dists$npars %in% npars, ] - + dists$dist } diff --git a/R/estimates.R b/R/estimates.R index 9d275822..13198433 100644 --- a/R/estimates.R +++ b/R/estimates.R @@ -43,11 +43,14 @@ estimates.fitdists <- function(x, all_estimates = FALSE, ...) { wt <- glance(x)$weight y <- purrr::map2(y, wt, function(a, b) c(list(weight = b), a)) names(y) <- names(x) - if(!all_estimates) { + if (!all_estimates) { return(y) } all <- emulti_ssd() - wall <- purrr::map(all, function(x) {x$weight <- 0; x}) + wall <- purrr::map(all, function(x) { + x$weight <- 0 + x + }) args <- y args$.x <- wall do.call("list_assign", args) diff --git a/R/fit.R b/R/fit.R index a80c0f97..590805b4 100644 --- a/R/fit.R +++ b/R/fit.R @@ -17,9 +17,9 @@ nullify_nonfit <- function(fit, dist, data, rescale, computable, min_pmix, range_shape1, range_shape2, at_boundary_ok, silent) { error <- fit$error fit <- fit$result - + rescale <- if (rescale == 1) " (try rescaling data)" else NULL - + if (!is.null(error)) { if (!silent) { wrn( @@ -38,7 +38,7 @@ nullify_nonfit <- function(fit, dist, data, rescale, computable, } return(NULL) } - + if (!optimizer_converged(fit)) { message <- optimizer_message(fit) if (!silent) { @@ -66,58 +66,58 @@ nullify_nonfit <- function(fit, dist, data, rescale, computable, remove_nonfits <- function(fits, data, rescale, computable, min_pmix, range_shape1, range_shape2, at_boundary_ok, silent) { fits <- mapply(nullify_nonfit, fits, names(fits), - MoreArgs = list( - data = data, rescale = rescale, computable = computable, - min_pmix = min_pmix, - range_shape1 = range_shape1, range_shape2 = range_shape2, - at_boundary_ok = at_boundary_ok, silent = silent - ), SIMPLIFY = FALSE + MoreArgs = list( + data = data, rescale = rescale, computable = computable, + min_pmix = min_pmix, + range_shape1 = range_shape1, range_shape2 = range_shape2, + at_boundary_ok = at_boundary_ok, silent = silent + ), SIMPLIFY = FALSE ) fits <- fits[!vapply(fits, is.null, TRUE)] fits } -fit_dists <- function(data, dists, min_pmix, range_shape1, range_shape2, control, at_boundary_ok= TRUE, silent = TRUE, rescale = FALSE, computable = FALSE, pars = NULL, hessian = TRUE) { +fit_dists <- function(data, dists, min_pmix, range_shape1, range_shape2, control, at_boundary_ok = TRUE, silent = TRUE, rescale = FALSE, computable = FALSE, pars = NULL, hessian = TRUE) { data <- data[c("left", "right", "weight")] safe_fit_dist <- safely(fit_tmb) names(dists) <- dists - if(!is.null(pars)) { + if (!is.null(pars)) { pars <- pars[dists] } else { pars <- rep(list(NULL), length(dists)) } - - fits <- purrr::map2(dists, pars, .f = safe_fit_dist, - data = data, min_pmix = min_pmix, - range_shape1 = range_shape1, range_shape2 = range_shape2, control = control, - hessian = hessian + + fits <- purrr::map2(dists, pars, + .f = safe_fit_dist, + data = data, min_pmix = min_pmix, + range_shape1 = range_shape1, range_shape2 = range_shape2, control = control, + hessian = hessian ) fits <- remove_nonfits(fits, - data = data, rescale = rescale, - computable = computable, min_pmix = min_pmix, - range_shape1 = range_shape1, range_shape2 = range_shape2, - at_boundary_ok = at_boundary_ok, silent = silent + data = data, rescale = rescale, + computable = computable, min_pmix = min_pmix, + range_shape1 = range_shape1, range_shape2 = range_shape2, + at_boundary_ok = at_boundary_ok, silent = silent ) - + class(fits) <- "fitdists" fits } fits_dists <- function(data, dists, min_pmix, range_shape1, range_shape2, control, censoring, weighted, all_dists = TRUE, - at_boundary_ok= TRUE, silent = TRUE, rescale = FALSE, computable = FALSE, pars = NULL, hessian = TRUE) { + at_boundary_ok = TRUE, silent = TRUE, rescale = FALSE, computable = FALSE, pars = NULL, hessian = TRUE) { fits <- fit_dists(data, dists, - min_pmix = min_pmix, range_shape1 = range_shape1, - range_shape2 = range_shape2, - at_boundary_ok = at_boundary_ok, - control = control, silent = silent, - rescale = rescale, computable = computable - + min_pmix = min_pmix, range_shape1 = range_shape1, + range_shape2 = range_shape2, + at_boundary_ok = at_boundary_ok, + control = control, silent = silent, + rescale = rescale, computable = computable ) if (!length(fits)) { err("All distributions failed to fit.") } - if(all_dists && length(fits) != length(dists)) { + if (all_dists && length(fits) != length(dists)) { err("One or more distributions failed to fit.") } @@ -130,7 +130,7 @@ fits_dists <- function(data, dists, min_pmix, range_shape1, range_shape2, contro attrs$min_pmix <- min_pmix attrs$range_shape1 <- range_shape1 attrs$range_shape2 <- range_shape2 - + .attrs_fitdists(fits) <- attrs fits } @@ -178,13 +178,13 @@ ssd_fit_dists <- function( check_dim(dists, values = TRUE) chk_not_any_na(dists) chk_unique(dists) - + chk_subset(dists, ssd_dists_all()) - + chk_whole_number(nrow) chk_gte(nrow, 4L) .chk_data(data, left, right, weight, nrow) - + chk_flag(rescale) chk_flag(reweight) chk_flag(computable) @@ -206,7 +206,7 @@ ssd_fit_dists <- function( chk_sorted(range_shape2) chk_list(control) chk_flag(silent) - + org_data <- as_tibble(data) data <- process_data(data, left, right, weight) attrs <- adjust_data(data, rescale = rescale, reweight = reweight, silent = silent) @@ -215,15 +215,16 @@ ssd_fit_dists <- function( err("Distributions cannot currently be fitted to right censored data.") } fits <- fits_dists(attrs$data, dists, - min_pmix = min_pmix, range_shape1 = range_shape1, - range_shape2 = range_shape2, - all_dists = all_dists, - at_boundary_ok = at_boundary_ok, - control = control, silent = silent, - rescale = attrs$rescale, computable = computable, - censoring = attrs$censoring, - weighted = attrs$weighted) - + min_pmix = min_pmix, range_shape1 = range_shape1, + range_shape2 = range_shape2, + all_dists = all_dists, + at_boundary_ok = at_boundary_ok, + control = control, silent = silent, + rescale = attrs$rescale, computable = computable, + censoring = attrs$censoring, + weighted = attrs$weighted + ) + .org_data_fitdists(fits) <- org_data .cols_fitdists(fits) <- list(left = left, right = right, weight = weight) .unequal_fitdists(fits) <- attrs$unequal diff --git a/R/ggplot.R b/R/ggplot.R index 8766f9f1..8d1eef1e 100644 --- a/R/ggplot.R +++ b/R/ggplot.R @@ -48,7 +48,7 @@ scale_color_ssd <- function(...) { } #' Species Sensitivity Data Points -#' +#' #' Uses the empirical cumulative distribution to create scatterplot of points `x`. #' #' @inheritParams ggplot2::layer @@ -182,9 +182,9 @@ geom_xribbon <- function(mapping = NULL, #' Species Sensitivity Data Points #' `r lifecycle::badge('deprecated')` -#' +#' #' `geom_ssd()` has been deprecated for `geom_ssdpoint()`. -#' +#' #' @inheritParams ggplot2::layer #' @inheritParams ggplot2::geom_point #' @export diff --git a/R/hc-burrlioz.R b/R/hc-burrlioz.R index e6ac3181..3808c804 100644 --- a/R/hc-burrlioz.R +++ b/R/hc-burrlioz.R @@ -14,7 +14,7 @@ #' Hazard Concentrations for Burrlioz Fit #' `r lifecycle::badge('deprecated')` -#' +#' #' Deprecated for [`ssd_hc()`]. #' #' @inheritParams params @@ -29,15 +29,15 @@ ssd_hc_burrlioz <- function(x, percent, proportion = 0.05, ci = FALSE, level = 0 min_pboot = 0.95, parametric = FALSE) { lifecycle::deprecate_warn("0.3.5", "ssd_hc_burrlioz()", "ssd_hc()") chk_s3_class(x, "fitburrlioz") - - if(lifecycle::is_present(percent)) { + + if (lifecycle::is_present(percent)) { lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) proportion <- percent / 100 } - + chk_vector(proportion) chk_numeric(proportion) chk_range(proportion) diff --git a/R/hc.R b/R/hc.R index fb575275..85b57327 100644 --- a/R/hc.R +++ b/R/hc.R @@ -14,36 +14,36 @@ #' Hazard Concentrations for Species Sensitivity Distributions #' -#' Calculates concentration(s) with bootstrap confidence intervals -#' that protect specified proportion(s) of species for +#' Calculates concentration(s) with bootstrap confidence intervals +#' that protect specified proportion(s) of species for #' individual or model-averaged distributions #' using parametric or non-parametric bootstrapping. -#' -#' Model-averaged estimates and/or confidence intervals (including standard error) -#' can be calculated by treating the distributions as +#' +#' Model-averaged estimates and/or confidence intervals (including standard error) +#' can be calculated by treating the distributions as #' constituting a single mixture distribution #' versus 'taking the mean'. #' When calculating the model averaged estimates treating the -#' distributions as constituting a single mixture distribution +#' distributions as constituting a single mixture distribution #' ensures that `ssd_hc()` is the inverse of `ssd_hp()`. -#' +#' #' If treating the distributions as constituting a single mixture distribution #' when calculating model average confidence intervals then #' `weighted` specifies whether to use the original model weights versus -#' re-estimating for each bootstrap sample unless 'taking the mean' in which case +#' re-estimating for each bootstrap sample unless 'taking the mean' in which case #' `weighted` specifies -#' whether to take bootstrap samples from each distribution proportional to -#' its weight (so that they sum to `nboot`) versus -#' calculating the weighted arithmetic means of the lower +#' whether to take bootstrap samples from each distribution proportional to +#' its weight (so that they sum to `nboot`) versus +#' calculating the weighted arithmetic means of the lower #' and upper confidence limits based on `nboot` samples for each distribution. -#' -#' Distributions with an absolute AIC difference greater +#' +#' Distributions with an absolute AIC difference greater #' than a delta of by default 7 have considerably less support (weight < 0.01) #' and are excluded #' prior to calculation of the hazard concentrations to reduce the run time. -#' +#' #' @references -#' +#' #' Burnham, K.P., and Anderson, D.R. 2002. Model Selection and Multimodel Inference. Springer New York, New York, NY. doi:10.1007/b97636. #' #' @inheritParams params @@ -71,38 +71,38 @@ ssd_hc <- function(x, ...) { #' @describeIn ssd_hc Hazard Concentrations for Distributional Estimates #' @export #' @examples -#' +#' #' ssd_hc(ssd_match_moments()) ssd_hc.list <- function( - x, - percent, - proportion = 0.05, + x, + percent, + proportion = 0.05, ...) { chk_list(x) chk_named(x) chk_unique(names(x)) chk_unused(...) - - if(lifecycle::is_present(percent)) { + + if (lifecycle::is_present(percent)) { lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) proportion <- percent / 100 } - + chk_vector(proportion) chk_numeric(proportion) chk_range(proportion) - + if (!length(x)) { hc <- no_hcp() hc <- dplyr::rename(hc, proportion = "value") return(hc) } hc <- mapply(.ssd_hc_dist, x, names(x), - MoreArgs = list(proportion = proportion), - SIMPLIFY = FALSE + MoreArgs = list(proportion = proportion), + SIMPLIFY = FALSE ) bind_rows(hc) } @@ -110,31 +110,29 @@ ssd_hc.list <- function( #' @describeIn ssd_hc Hazard Concentrations for fitdists Object #' @export #' @examples -#' +#' #' fits <- ssd_fit_dists(ssddata::ccme_boron) #' ssd_hc(fits) ssd_hc.fitdists <- function( - x, - percent, + x, + percent, proportion = 0.05, average = TRUE, - ci = FALSE, - level = 0.95, + ci = FALSE, + level = 0.95, nboot = 1000, min_pboot = 0.95, multi_est = TRUE, ci_method = "weighted_samples", - parametric = TRUE, - delta = 9.21, + parametric = TRUE, + delta = 9.21, samples = FALSE, save_to = NULL, control = NULL, - ... -) { - + ...) { chk_unused(...) - - if(lifecycle::is_present(percent)) { + + if (lifecycle::is_present(percent)) { lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) @@ -147,12 +145,12 @@ ssd_hc.fitdists <- function( chk_range(proportion) chk_string(ci_method) chk_subset(ci_method, c("weighted_samples", "weighted_arithmetic", "multi_free", "multi_fixed")) - + fix_weights <- ci_method %in% c("weighted_samples", "multi_fixed") multi_ci <- ci_method %in% c("multi_free", "multi_fixed") hcp <- ssd_hcp_fitdists( - x = x, + x = x, value = proportion, ci = ci, level = level, @@ -167,8 +165,9 @@ ssd_hc.fitdists <- function( control = control, samples = samples, save_to = save_to, - hc = TRUE) - + hc = TRUE + ) + hcp <- dplyr::rename(hcp, proportion = "value") hcp } @@ -176,43 +175,43 @@ ssd_hc.fitdists <- function( #' @describeIn ssd_hc Hazard Concentrations for fitburrlioz Object #' @export #' @examples -#' +#' #' fit <- ssd_fit_burrlioz(ssddata::ccme_boron) #' ssd_hc(fit) ssd_hc.fitburrlioz <- function( - x, - percent, + x, + percent, proportion = 0.05, - ci = FALSE, - level = 0.95, + ci = FALSE, + level = 0.95, nboot = 1000, - min_pboot = 0.95, - parametric = FALSE, - samples = FALSE, - save_to = NULL, + min_pboot = 0.95, + parametric = FALSE, + samples = FALSE, + save_to = NULL, ...) { chk_length(x, upper = 1L) chk_named(x) chk_subset(names(x), c("burrIII3", "invpareto", "llogis", "lgumbel")) chk_unused(...) - - if(lifecycle::is_present(percent)) { + + if (lifecycle::is_present(percent)) { lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) proportion <- percent / 100 } - + chk_vector(proportion) chk_numeric(proportion) chk_range(proportion) - fun <- if(names(x) == "burrIII3") fit_burrlioz else fit_tmb + fun <- if (names(x) == "burrIII3") fit_burrlioz else fit_tmb - hcp <- ssd_hcp_fitdists ( + hcp <- ssd_hcp_fitdists( x = x, - value = proportion, + value = proportion, ci = ci, level = level, nboot = nboot, @@ -227,8 +226,9 @@ ssd_hc.fitburrlioz <- function( control = NULL, hc = TRUE, fix_weights = FALSE, - fun = fun) - + fun = fun + ) + hcp <- dplyr::rename(hcp, proportion = "value") hcp } diff --git a/R/hcp.R b/R/hcp.R index caf5a444..3223fdfc 100644 --- a/R/hcp.R +++ b/R/hcp.R @@ -1,4 +1,4 @@ -# Copyright 2023 Australian Government Department of +# Copyright 2023 Australian Government Department of # Climate Change, Energy, the Environment and Water # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -30,7 +30,7 @@ no_hcp <- function(hc) { no_ci_hcp <- function(value, dist, est, rescale, hc) { na <- rep(NA_real_, length(value)) - multiplier <- if(hc) rescale else 100 + multiplier <- if (hc) rescale else 100 hcp <- tibble( dist = rep(dist, length(value)), value = value, @@ -47,17 +47,17 @@ no_ci_hcp <- function(value, dist, est, rescale, hc) { } ci_hcp <- function(cis, estimates, value, dist, est, rescale, nboot, hc) { - multiplier <- if(hc) rescale else 100 - + multiplier <- if (hc) rescale else 100 + hcp <- tibble( dist = dist, - value = value, + value = value, est = est * multiplier, - se = cis$se * multiplier, - lcl = cis$lcl * multiplier, + se = cis$se * multiplier, + lcl = cis$lcl * multiplier, ucl = cis$ucl * multiplier, wt = rep(1, length(value)), - nboot = nboot, + nboot = nboot, pboot = length(estimates) / nboot, samples = I(lapply(cis$samples, function(x) x * multiplier)) ) @@ -65,46 +65,48 @@ ci_hcp <- function(cis, estimates, value, dist, est, rescale, nboot, hc) { } .ssd_hcp <- function( - x, dist, estimates, + x, dist, estimates, fun, pars, value, ci, level, nboot, min_pboot, data, rescale, weighted, censoring, min_pmix, range_shape1, range_shape2, parametric, control, save_to, samples, hc, fix_weights = FALSE) { - args <- estimates - - if(hc) { + + if (hc) { args$p <- value what <- paste0("ssd_q", dist) } else { args$q <- value / rescale what <- paste0("ssd_p", dist) } - + est <- do.call(what, args) if (!ci) { return(no_ci_hcp(value = value, dist = dist, est = est, rescale = rescale, hc = hc)) } - + censoring <- censoring / rescale - - ests <- boot_estimates(fun = fun, dist = dist, estimates = estimates, - pars = pars, nboot = nboot, data = data, weighted = weighted, - censoring = censoring, min_pmix = min_pmix, - range_shape1 = range_shape1, - range_shape2 = range_shape2, - parametric = parametric, - control = control, - save_to = save_to, - fix_weights = fix_weights + + ests <- boot_estimates( + fun = fun, dist = dist, estimates = estimates, + pars = pars, nboot = nboot, data = data, weighted = weighted, + censoring = censoring, min_pmix = min_pmix, + range_shape1 = range_shape1, + range_shape2 = range_shape2, + parametric = parametric, + control = control, + save_to = save_to, + fix_weights = fix_weights ) x <- value - if(!hc) { + if (!hc) { x <- x / rescale } cis <- cis_estimates(ests, what, level = level, x = x, samples = samples) - hcp <- ci_hcp(cis, estimates = ests, value = value, dist = dist, - est = est, rescale = rescale, nboot = nboot, hc = hc) + hcp <- ci_hcp(cis, + estimates = ests, value = value, dist = dist, + est = est, rescale = rescale, nboot = nboot, hc = hc + ) replace_min_pboot_na(hcp, min_pboot) } @@ -116,17 +118,19 @@ ci_hcp <- function(cis, estimates, value, dist, est, rescale, nboot, hc) { estimates <- estimates(x) dist <- .dist_tmbfit(x) pars <- .pars_tmbfit(x) - if(fix_weights && average) { + if (fix_weights && average) { nboot <- round(nboot * weight) } - .ssd_hcp(x, dist = dist, estimates = estimates, - fun = fun, pars = pars, - value = value, ci = ci, level = level, nboot = nboot, - min_pboot = min_pboot, - data = data, rescale = rescale, weighted = weighted, censoring = censoring, - min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, - parametric = parametric, control = control, save_to = save_to, samples = samples, - hc = hc) + .ssd_hcp(x, + dist = dist, estimates = estimates, + fun = fun, pars = pars, + value = value, ci = ci, level = level, nboot = nboot, + min_pboot = min_pboot, + data = data, rescale = rescale, weighted = weighted, censoring = censoring, + min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, + parametric = parametric, control = control, save_to = save_to, samples = samples, + hc = hc + ) } hcp_ind <- function(hcp, weight, method) { @@ -163,7 +167,7 @@ replace_estimates <- function(hcp, est) { hcp_average <- function(hcp, weight, value, method, nboot) { samples <- group_samples(hcp) - + hcp <- lapply(hcp, function(x) x[c("value", "est", "se", "lcl", "ucl", "pboot")]) hcp <- lapply(hcp, as.matrix) hcp <- Reduce(function(x, y) { @@ -183,7 +187,6 @@ hcp_average <- function(hcp, weight, value, method, nboot) { } hcp_weighted <- function(hcp, level, samples, min_pboot) { - quantiles <- purrr::map(hcp$samples, stats::quantile, probs = probs(level)) quantiles <- purrr::transpose(quantiles) hcp$lcl <- unlist(quantiles[[1]]) @@ -194,49 +197,52 @@ hcp_weighted <- function(hcp, level, samples, min_pboot) { hcp$lcl[fail] <- NA_real_ hcp$ucl[fail] <- NA_real_ hcp$se[fail] <- NA_real_ - if(!samples) { + if (!samples) { hcp$samples <- I(list(numeric(0))) } hcp } -.ssd_hcp_ind <- function(x, value, ci, level, nboot, min_pboot, estimates, - data, rescale, - weighted, censoring, min_pmix, range_shape1, +.ssd_hcp_ind <- function(x, value, ci, level, nboot, min_pboot, estimates, + data, rescale, + weighted, censoring, min_pmix, range_shape1, range_shape2, parametric, control, hc, save_to, samples, fun) { weight <- purrr::map_dbl(estimates, function(x) x$weight) - hcp <- purrr::map2(x, weight, .ssd_hcp_tmbfit, - value = value, ci = ci, level = level, nboot = nboot, - min_pboot = min_pboot, - data = data, rescale = rescale, weighted = weighted, censoring = censoring, - min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, - parametric = parametric, fix_weights = FALSE, average = FALSE, control = control, - hc = hc, save_to = save_to, samples = samples, fun = fun) + hcp <- purrr::map2(x, weight, .ssd_hcp_tmbfit, + value = value, ci = ci, level = level, nboot = nboot, + min_pboot = min_pboot, + data = data, rescale = rescale, weighted = weighted, censoring = censoring, + min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, + parametric = parametric, fix_weights = FALSE, average = FALSE, control = control, + hc = hc, save_to = save_to, samples = samples, fun = fun + ) method <- if (parametric) "parametric" else "non-parametric" - + hcp_ind(hcp, weight, method) } .ssd_hcp_multi <- function(x, value, ci, level, nboot, min_pboot, data, rescale, weighted, censoring, min_pmix, - range_shape1, range_shape2, parametric, control, + range_shape1, range_shape2, parametric, control, save_to, samples, fix_weights, hc) { estimates <- estimates(x, all_estimates = TRUE) dist <- "multi" fun <- fits_dists pars <- pars_fitdists(x) - - hcp <- .ssd_hcp(x, dist = dist, estimates = estimates, - fun = fun, pars = pars, - value = value, ci = ci, level = level, nboot = nboot, - min_pboot = min_pboot, - data = data, rescale = rescale, weighted = weighted, censoring = censoring, - min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, - parametric = parametric, control = control, save_to = save_to, - samples = samples, - hc = hc, fix_weights = fix_weights) + + hcp <- .ssd_hcp(x, + dist = dist, estimates = estimates, + fun = fun, pars = pars, + value = value, ci = ci, level = level, nboot = nboot, + min_pboot = min_pboot, + data = data, rescale = rescale, weighted = weighted, censoring = censoring, + min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, + parametric = parametric, control = control, save_to = save_to, + samples = samples, + hc = hc, fix_weights = fix_weights + ) hcp$dist <- "average" method <- if (parametric) "parametric" else "non-parametric" hcp$method <- method @@ -246,28 +252,28 @@ hcp_weighted <- function(hcp, level, samples, min_pboot) { .ssd_hcp_conventional <- function(x, value, ci, level, nboot, min_pboot, estimates, data, rescale, weighted, censoring, min_pmix, - range_shape1, range_shape2, parametric, control, + range_shape1, range_shape2, parametric, control, save_to, samples, fix_weights, hc, fun) { - - if(ci & fix_weights) { + if (ci & fix_weights) { atleast1 <- round(glance(x)$weight * nboot) >= 1L x <- subset(x, names(x)[atleast1]) estimates <- estimates[atleast1] } weight <- purrr::map_dbl(estimates, function(x) x$weight) - hcp <- purrr::map2(x, weight, .ssd_hcp_tmbfit, - value = value, ci = ci, level = level, nboot = nboot, - min_pboot = min_pboot, - data = data, rescale = rescale, weighted = weighted, censoring = censoring, - min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, - parametric = parametric, fix_weights = fix_weights, average = TRUE, control = control, - hc = hc, save_to = save_to, samples = samples || fix_weights, fun = fun) - + hcp <- purrr::map2(x, weight, .ssd_hcp_tmbfit, + value = value, ci = ci, level = level, nboot = nboot, + min_pboot = min_pboot, + data = data, rescale = rescale, weighted = weighted, censoring = censoring, + min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, + parametric = parametric, fix_weights = fix_weights, average = TRUE, control = control, + hc = hc, save_to = save_to, samples = samples || fix_weights, fun = fun + ) + method <- if (parametric) "parametric" else "non-parametric" - - hcp <- hcp_average(hcp, weight, value, method, nboot) - if(!fix_weights) { - if(!samples) { + + hcp <- hcp_average(hcp, weight, value, method, nboot) + if (!fix_weights) { + if (!samples) { hcp$samples <- I(list(numeric(0))) } return(hcp) @@ -276,31 +282,30 @@ hcp_weighted <- function(hcp, level, samples, min_pboot) { } .ssd_hcp_fitdists <- function( - x, - value, - ci, - level, + x, + value, + ci, + level, nboot, - average, + average, multi_est, - min_pboot, - parametric, - multi_ci, + min_pboot, + parametric, + multi_ci, fix_weights, control, hc, save_to, samples, fun) { - if (!length(x) || !length(value)) { return(no_hcp()) } - + if (is.null(control)) { control <- .control_fitdists(x) } - + data <- .data_fitdists(x) rescale <- .rescale_fitdists(x) censoring <- .censoring_fitdists(x) @@ -310,98 +315,110 @@ hcp_weighted <- function(hcp, level, samples, min_pboot) { weighted <- .weighted_fitdists(x) unequal <- .unequal_fitdists(x) estimates <- .list_estimates(x, all_estimates = FALSE) - + if (parametric && ci && identical(censoring, c(NA_real_, NA_real_))) { wrn("Parametric CIs cannot be calculated for inconsistently censored data.") ci <- FALSE } - + if (parametric && ci && unequal) { wrn("Parametric CIs cannot be calculated for unequally weighted data.") ci <- FALSE } - + if (!ci) { nboot <- 0L } - - if(!average) { + + if (!average) { hcp <- .ssd_hcp_ind( - x, value = value, ci = ci, level = level, nboot = nboot, + x, + value = value, ci = ci, level = level, nboot = nboot, min_pboot = min_pboot, estimates = estimates, data = data, rescale = rescale, weighted = weighted, censoring = censoring, min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, parametric = parametric, control = control, - hc = hc, save_to = save_to, samples = samples, fun = fun) + hc = hc, save_to = save_to, samples = samples, fun = fun + ) return(hcp) } - if(.is_censored(censoring) & !identical_parameters(x)) { - wrn("Model averaged estimates cannot be calculated for censored data when the distributions have different numbers of parameters.") + if (.is_censored(censoring) & !identical_parameters(x)) { + wrn("Model averaged estimates cannot be calculated for censored data when the distributions have different numbers of parameters.") } - - if(multi_ci) { + + if (multi_ci) { hcp <- .ssd_hcp_multi( - x, value, ci = ci, level = level, nboot = nboot, + x, value, + ci = ci, level = level, nboot = nboot, min_pboot = min_pboot, data = data, rescale = rescale, weighted = weighted, censoring = censoring, min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, parametric = parametric, control = control, save_to = save_to, samples = samples, - fix_weights = fix_weights, hc = hc) - - if(multi_est) { + fix_weights = fix_weights, hc = hc + ) + + if (multi_est) { return(hcp) } - + est <- .ssd_hcp_conventional( - x, value, ci = FALSE, level = level, nboot = nboot, + x, value, + ci = FALSE, level = level, nboot = nboot, min_pboot = min_pboot, estimates = estimates, data = data, rescale = rescale, weighted = weighted, censoring = censoring, min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, parametric = parametric, control = control, save_to = save_to, samples = samples, - fix_weights = fix_weights, hc = hc, fun = fun) - + fix_weights = fix_weights, hc = hc, fun = fun + ) + hcp <- replace_estimates(hcp, est) - + return(hcp) } - + hcp <- .ssd_hcp_conventional( - x, value, ci = ci, level = level, nboot = nboot, + x, value, + ci = ci, level = level, nboot = nboot, min_pboot = min_pboot, estimates = estimates, data = data, rescale = rescale, weighted = weighted, censoring = censoring, min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, parametric = parametric, control = control, save_to = save_to, samples = samples, - fix_weights = fix_weights, hc = hc, fun = fun) + fix_weights = fix_weights, hc = hc, fun = fun + ) - if(!multi_est) { - if(!fix_weights) { + if (!multi_est) { + if (!fix_weights) { return(hcp) } est <- .ssd_hcp_conventional( - x, value, ci = FALSE, level = level, nboot = nboot, + x, value, + ci = FALSE, level = level, nboot = nboot, min_pboot = min_pboot, estimates = estimates, data = data, rescale = rescale, weighted = weighted, censoring = censoring, min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, parametric = parametric, control = control, save_to = save_to, samples = samples, - fix_weights = fix_weights, hc = hc, fun = fun) + fix_weights = fix_weights, hc = hc, fun = fun + ) } else { est <- .ssd_hcp_multi( - x, value, ci = FALSE, level = level, nboot = nboot, + x, value, + ci = FALSE, level = level, nboot = nboot, min_pboot = min_pboot, data = data, rescale = rescale, weighted = weighted, censoring = censoring, min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, parametric = parametric, control = control, save_to = save_to, samples = samples, - fix_weights = fix_weights, hc = hc) + fix_weights = fix_weights, hc = hc + ) } hcp <- replace_estimates(hcp, est) - + hcp } ssd_hcp_fitdists <- function( - x, - value, - ci, + x, + value, + ci, level, nboot, average, @@ -416,7 +433,6 @@ ssd_hcp_fitdists <- function( hc, fix_weights, fun = fit_tmb) { - chk_vector(value) chk_numeric(value) chk_flag(ci) @@ -437,16 +453,16 @@ ssd_hcp_fitdists <- function( chk_null_or(control, vld = vld_list) chk_null_or(save_to, vld = vld_dir) chk_flag(samples) - + x <- subset(x, delta = delta) - + hcp <- .ssd_hcp_fitdists( - x, + x, value = value, - ci = ci, - level = level, + ci = ci, + level = level, nboot = nboot, - average = average, + average = average, multi_est = multi_est, min_pboot = min_pboot, parametric = parametric, diff --git a/R/helpers.R b/R/helpers.R index d897e9be..7a51d4b2 100644 --- a/R/helpers.R +++ b/R/helpers.R @@ -124,7 +124,9 @@ is_at_boundary <- function(fit, data, min_pmix = 0.5, range_shape1 = c(0.05, 20) geomid <- function(x) { x <- x[is.finite(x)] x <- x[x > 0] - if(!length(x)) return(1) + if (!length(x)) { + return(1) + } exp(mean(log(range(x)))) } diff --git a/R/hp.R b/R/hp.R index 528ba68d..6493b5cd 100644 --- a/R/hp.R +++ b/R/hp.R @@ -15,7 +15,7 @@ #' Hazard Proportion #' #' Calculates proportion of species affected at specified concentration(s) -#' with quantile based bootstrap confidence intervals for +#' with quantile based bootstrap confidence intervals for #' individual or model-averaged distributions #' using parametric or non-parametric bootstrapping. #' For more information see the inverse function [`ssd_hc()`]. @@ -34,49 +34,47 @@ ssd_hp <- function(x, ...) { #' @describeIn ssd_hp Hazard Proportions for fitdists Object #' @export ssd_hp.fitdists <- function( - x, - conc = 1, + x, + conc = 1, average = TRUE, - ci = FALSE, - level = 0.95, + ci = FALSE, + level = 0.95, nboot = 1000, min_pboot = 0.95, multi_est = TRUE, ci_method = "weighted_samples", - parametric = TRUE, - delta = 9.21, + parametric = TRUE, + delta = 9.21, samples = FALSE, save_to = NULL, control = NULL, - ... -) { - + ...) { chk_vector(conc) chk_numeric(conc) chk_subset(ci_method, c("weighted_samples", "weighted_arithmetic", "multi_free", "multi_fixed")) - + chk_unused(...) - + fix_weights <- ci_method %in% c("weighted_samples", "multi_fixed") multi_ci <- ci_method %in% c("multi_free", "multi_fixed") - + hcp <- ssd_hcp_fitdists( - x = x, - value = conc, - ci = ci, - level = level, + x = x, + value = conc, + ci = ci, + level = level, nboot = nboot, - average = average, - multi_est = multi_est, - delta = delta, + average = average, + multi_est = multi_est, + delta = delta, min_pboot = min_pboot, - parametric = parametric, - multi_ci = multi_ci, + parametric = parametric, + multi_ci = multi_ci, fix_weights = fix_weights, - control = control, - save_to = save_to, - samples = samples, + control = control, + save_to = save_to, + samples = samples, hc = FALSE ) hcp <- dplyr::rename(hcp, conc = "value") @@ -87,19 +85,19 @@ ssd_hp.fitdists <- function( #' @describeIn ssd_hp Hazard Proportions for fitburrlioz Object #' @export #' @examples -#' +#' #' fit <- ssd_fit_burrlioz(ssddata::ccme_boron) #' ssd_hp(fit) ssd_hp.fitburrlioz <- function( - x, - conc = 1, - ci = FALSE, - level = 0.95, + x, + conc = 1, + ci = FALSE, + level = 0.95, nboot = 1000, - min_pboot = 0.95, - parametric = FALSE, + min_pboot = 0.95, + parametric = FALSE, samples = FALSE, - save_to = NULL, + save_to = NULL, ...) { chk_length(x, upper = 1L) chk_named(x) @@ -108,12 +106,12 @@ ssd_hp.fitburrlioz <- function( chk_numeric(conc) chk_flag(ci) chk_unused(...) - - fun <- if(names(x) == "burrIII3") fit_burrlioz else fit_tmb - - hcp <- ssd_hcp_fitdists ( + + fun <- if (names(x) == "burrIII3") fit_burrlioz else fit_tmb + + hcp <- ssd_hcp_fitdists( x = x, - value = conc, + value = conc, ci = ci, level = level, nboot = nboot, @@ -128,8 +126,9 @@ ssd_hp.fitburrlioz <- function( samples = samples, hc = FALSE, fix_weights = FALSE, - fun = fun) - + fun = fun + ) + hcp <- dplyr::rename(hcp, conc = "value") hcp } diff --git a/R/internal.R b/R/internal.R index d5fd5b78..7d38cd7b 100644 --- a/R/internal.R +++ b/R/internal.R @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -identical_parameters <- function(x){ +identical_parameters <- function(x) { length(unique(npars(x))) < 2 } @@ -35,7 +35,7 @@ pow <- function(x, y) x^y root <- function(p, f) { q <- rep(NA_real_, length(p)) - for(i in seq_along(p)) { + for (i in seq_along(p)) { q[i] <- stats::uniroot(f, p = p[i], lower = 0, upper = 1, extendInt = "upX", tol = .Machine$double.eps)$root } q diff --git a/R/licensing.R b/R/licensing.R index aa42b2a2..9e01f0e5 100644 --- a/R/licensing.R +++ b/R/licensing.R @@ -1,19 +1,19 @@ #' Licensing Markdown -#' -#' A string of markdown code indicating the licensing of the code +#' +#' A string of markdown code indicating the licensing of the code #' and documentation #' @export #' @examples #' ssd_licensing_md() ssd_licensing_md <- function() { -"## Licensing + "## Licensing Copyright 2018-2024 Province of British Columbia\\ Copyright 2021 Environment and Climate Change Canada\\ Copyright 2023-2024 Australian Government Department of Climate Change, Energy, the Environment and Water - + The documentation is released under the [CC BY 4.0 License](https://creativecommons.org/licenses/by/4.0/) - + The code is released under the [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0) " diff --git a/R/llogis-llogis.R b/R/llogis-llogis.R index e69da696..7167f9c9 100644 --- a/R/llogis-llogis.R +++ b/R/llogis-llogis.R @@ -62,8 +62,10 @@ ssd_rllogis_llogis <- function(n, locationlog1 = 0, scalelog1 = 1, #' #' ssd_ellogis_llogis() ssd_ellogis_llogis <- function() { - list(locationlog1 = 0, scalelog1 = 1, - locationlog2 = 1, scalelog2 = 1, pmix = 0.5) + list( + locationlog1 = 0, scalelog1 = 1, + locationlog2 = 1, scalelog2 = 1, pmix = 0.5 + ) } sllogis_llogis <- function(data, pars = NULL) { @@ -123,12 +125,16 @@ rlogis_logis_ssd <- function(n, location1, scale1, location2, scale2, pmix) { pllogis_llogis_ssd <- function(q, locationlog1, scalelog1, locationlog2, scalelog2, pmix) { - plogis_logis_ssd(log(q), location1 = locationlog1, scale1 = scalelog1, - location2 = locationlog2, scale2 = scalelog2, pmix = pmix) + plogis_logis_ssd(log(q), + location1 = locationlog1, scale1 = scalelog1, + location2 = locationlog2, scale2 = scalelog2, pmix = pmix + ) } qllogis_llogis_ssd <- function(p, locationlog1, scalelog1, locationlog2, scalelog2, pmix) { - exp(qlogis_logis_ssd(p, location1 = locationlog1, scale1 = scalelog1, - location2 = locationlog2, scale2 = scalelog2, pmix = pmix)) + exp(qlogis_logis_ssd(p, + location1 = locationlog1, scale1 = scalelog1, + location2 = locationlog2, scale2 = scalelog2, pmix = pmix + )) } diff --git a/R/lnorm-lnorm.R b/R/lnorm-lnorm.R index 6a145483..98410caa 100644 --- a/R/lnorm-lnorm.R +++ b/R/lnorm-lnorm.R @@ -21,9 +21,9 @@ ssd_plnorm_lnorm <- function(q, meanlog1 = 0, sdlog1 = 1, meanlog2 = 1, sdlog2 = 1, pmix = 0.5, lower.tail = TRUE, log.p = FALSE) { pdist("lnorm_lnorm", - q = q, meanlog1 = meanlog1, sdlog1 = sdlog1, - meanlog2 = meanlog2, sdlog2 = sdlog2, pmix = pmix, - lower.tail = lower.tail, log.p = log.p + q = q, meanlog1 = meanlog1, sdlog1 = sdlog1, + meanlog2 = meanlog2, sdlog2 = sdlog2, pmix = pmix, + lower.tail = lower.tail, log.p = log.p ) } @@ -36,9 +36,9 @@ ssd_qlnorm_lnorm <- function(p, meanlog1 = 0, sdlog1 = 1, meanlog2 = 1, sdlog2 = 1, pmix = 0.5, lower.tail = TRUE, log.p = FALSE) { qdist("lnorm_lnorm", - p = p, meanlog1 = meanlog1, sdlog1 = sdlog1, - meanlog2 = meanlog2, sdlog2 = sdlog2, pmix = pmix, - lower.tail = lower.tail, log.p = log.p + p = p, meanlog1 = meanlog1, sdlog1 = sdlog1, + meanlog2 = meanlog2, sdlog2 = sdlog2, pmix = pmix, + lower.tail = lower.tail, log.p = log.p ) } @@ -51,8 +51,8 @@ ssd_qlnorm_lnorm <- function(p, meanlog1 = 0, sdlog1 = 1, ssd_rlnorm_lnorm <- function(n, meanlog1 = 0, sdlog1 = 1, meanlog2 = 1, sdlog2 = 1, pmix = 0.5, chk = TRUE) { rdist("lnorm_lnorm", - n = n, meanlog1 = meanlog1, sdlog1 = sdlog1, - meanlog2 = meanlog2, sdlog2 = sdlog2, pmix = pmix, chk = chk + n = n, meanlog1 = meanlog1, sdlog1 = sdlog1, + meanlog2 = meanlog2, sdlog2 = sdlog2, pmix = pmix, chk = chk ) } @@ -62,17 +62,19 @@ ssd_rlnorm_lnorm <- function(n, meanlog1 = 0, sdlog1 = 1, #' #' ssd_elnorm_lnorm() ssd_elnorm_lnorm <- function() { - list(meanlog1 = 0, sdlog1 = 1, - meanlog2 = 1, sdlog2 = 1, pmix = 0.5) + list( + meanlog1 = 0, sdlog1 = 1, + meanlog2 = 1, sdlog2 = 1, pmix = 0.5 + ) } slnorm_lnorm <- function(data, pars = NULL) { if (!is.null(pars)) { return(pars) } - + x <- mean_weighted_values(data) - + x <- sort(x) n <- length(x) n2 <- floor(n / 2) @@ -104,7 +106,7 @@ qlnorm_lnorm_ssd <- function(p, meanlog1, sdlog1, meanlog2, sdlog2, pmix) { if (sdlog1 <= 0 || sdlog2 <= 0 || pmix <= 0 || pmix >= 1) { return(NaN) } - + f <- function(x, p) { plnorm_lnorm_ssd(x, meanlog1, sdlog1, meanlog2, sdlog2, pmix) - p } diff --git a/R/lnorm.R b/R/lnorm.R index 2ded3da5..ca0837ce 100644 --- a/R/lnorm.R +++ b/R/lnorm.R @@ -64,7 +64,7 @@ slnorm <- function(data, pars = NULL) { list( meanlog = mean(log(x), na.rm = TRUE) * (1 + 1e-3), - log_sdlog = log(sd(log(x), na.rm = TRUE)) * (1 - 1e-3) + log_sdlog = log(sd(log(x), na.rm = TRUE)) * (1 - 1e-3) ) } diff --git a/R/min-pmix.R b/R/min-pmix.R index 7dc351be..9d9ec748 100644 --- a/R/min-pmix.R +++ b/R/min-pmix.R @@ -12,5 +12,5 @@ ssd_min_pmix <- function(n) { chk_whole_number(n) chk_gt(n) - max(min(3/n, 0.5), 0.1) + max(min(3 / n, 0.5), 0.1) } diff --git a/R/multi.R b/R/multi.R index 25fc0003..6bb5d999 100644 --- a/R/multi.R +++ b/R/multi.R @@ -1,4 +1,4 @@ -# Copyright 2023 Australian Government Department of +# Copyright 2023 Australian Government Department of # Climate Change, Energy, the Environment and Water # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -16,271 +16,271 @@ #' @describeIn ssd_p Cumulative Distribution Function for Multiple Distributions #' @export #' @examples -#' -#' # multi +#' +#' # multi #' ssd_pmulti(1) ssd_pmulti <- function( - q, - burrIII3.weight = 0, - burrIII3.shape1 = 1, - burrIII3.shape2 = 1, - burrIII3.scale = 1, - gamma.weight = 0, - gamma.shape = 1, - gamma.scale = 1, - gompertz.weight = 0, - gompertz.location = 1, - gompertz.shape = 1, - invpareto.weight = 0, - invpareto.shape = 3, - invpareto.scale = 1, - lgumbel.weight = 0, - lgumbel.locationlog = 0, - lgumbel.scalelog = 1, - llogis.weight = 0, - llogis.locationlog = 0, - llogis.scalelog = 1, - llogis_llogis.weight = 0, - llogis_llogis.locationlog1 = 0, - llogis_llogis.scalelog1 = 1, - llogis_llogis.locationlog2 = 1, - llogis_llogis.scalelog2 = 1, - llogis_llogis.pmix = 0.5, - lnorm.weight = 1, - lnorm.meanlog = 0, - lnorm.sdlog = 1, - lnorm_lnorm.weight = 0, - lnorm_lnorm.meanlog1 = 0, - lnorm_lnorm.sdlog1 = 1, - lnorm_lnorm.meanlog2 = 1, - lnorm_lnorm.sdlog2 = 1, - lnorm_lnorm.pmix = 0.5, - weibull.weight = 0, - weibull.shape = 1, - weibull.scale = 1, + q, + burrIII3.weight = 0, + burrIII3.shape1 = 1, + burrIII3.shape2 = 1, + burrIII3.scale = 1, + gamma.weight = 0, + gamma.shape = 1, + gamma.scale = 1, + gompertz.weight = 0, + gompertz.location = 1, + gompertz.shape = 1, + invpareto.weight = 0, + invpareto.shape = 3, + invpareto.scale = 1, + lgumbel.weight = 0, + lgumbel.locationlog = 0, + lgumbel.scalelog = 1, + llogis.weight = 0, + llogis.locationlog = 0, + llogis.scalelog = 1, + llogis_llogis.weight = 0, + llogis_llogis.locationlog1 = 0, + llogis_llogis.scalelog1 = 1, + llogis_llogis.locationlog2 = 1, + llogis_llogis.scalelog2 = 1, + llogis_llogis.pmix = 0.5, + lnorm.weight = 1, + lnorm.meanlog = 0, + lnorm.sdlog = 1, + lnorm_lnorm.weight = 0, + lnorm_lnorm.meanlog1 = 0, + lnorm_lnorm.sdlog1 = 1, + lnorm_lnorm.meanlog2 = 1, + lnorm_lnorm.sdlog2 = 1, + lnorm_lnorm.pmix = 0.5, + weibull.weight = 0, + weibull.shape = 1, + weibull.scale = 1, lower.tail = TRUE, log.p = FALSE) { pdist("multi", - q = q, - burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - invpareto.weight = invpareto.weight, - invpareto.shape = invpareto.shape, - invpareto.scale = invpareto.scale, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale, - lower.tail = lower.tail, log.p = log.p + q = q, + burrIII3.weight = burrIII3.weight, + burrIII3.shape1 = burrIII3.shape1, + burrIII3.shape2 = burrIII3.shape2, + burrIII3.scale = burrIII3.scale, + gamma.weight = gamma.weight, + gamma.shape = gamma.shape, + gamma.scale = gamma.scale, + gompertz.weight = gompertz.weight, + gompertz.location = gompertz.location, + gompertz.shape = gompertz.shape, + invpareto.weight = invpareto.weight, + invpareto.shape = invpareto.shape, + invpareto.scale = invpareto.scale, + lgumbel.weight = lgumbel.weight, + lgumbel.locationlog = lgumbel.locationlog, + lgumbel.scalelog = lgumbel.scalelog, + llogis.weight = llogis.weight, + llogis.locationlog = llogis.locationlog, + llogis.scalelog = llogis.scalelog, + llogis_llogis.weight = llogis_llogis.weight, + llogis_llogis.locationlog1 = llogis_llogis.locationlog1, + llogis_llogis.scalelog1 = llogis_llogis.scalelog1, + llogis_llogis.locationlog2 = llogis_llogis.locationlog2, + llogis_llogis.scalelog2 = llogis_llogis.scalelog2, + llogis_llogis.pmix = llogis_llogis.pmix, + lnorm.weight = lnorm.weight, + lnorm.meanlog = lnorm.meanlog, + lnorm.sdlog = lnorm.sdlog, + lnorm_lnorm.weight = lnorm_lnorm.weight, + lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, + lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, + lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, + lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, + lnorm_lnorm.pmix = lnorm_lnorm.pmix, + weibull.weight = weibull.weight, + weibull.shape = weibull.shape, + weibull.scale = weibull.scale, + lower.tail = lower.tail, log.p = log.p ) } #' @describeIn ssd_q Quantile Function for Multiple Distributions #' @export #' @examples -#' -#' # multi +#' +#' # multi #' ssd_qmulti(0.5) ssd_qmulti <- function( - p, - burrIII3.weight = 0, - burrIII3.shape1 = 1, - burrIII3.shape2 = 1, - burrIII3.scale = 1, - gamma.weight = 0, - gamma.shape = 1, - gamma.scale = 1, - gompertz.weight = 0, - gompertz.location = 1, - gompertz.shape = 1, - invpareto.weight = 0, - invpareto.shape = 3, - invpareto.scale = 1, - lgumbel.weight = 0, - lgumbel.locationlog = 0, - lgumbel.scalelog = 1, - llogis.weight = 0, - llogis.locationlog = 0, - llogis.scalelog = 1, - llogis_llogis.weight = 0, - llogis_llogis.locationlog1 = 0, - llogis_llogis.scalelog1 = 1, - llogis_llogis.locationlog2 = 1, - llogis_llogis.scalelog2 = 1, - llogis_llogis.pmix = 0.5, - lnorm.weight = 1, - lnorm.meanlog = 0, - lnorm.sdlog = 1, - lnorm_lnorm.weight = 0, - lnorm_lnorm.meanlog1 = 0, - lnorm_lnorm.sdlog1 = 1, - lnorm_lnorm.meanlog2 = 1, - lnorm_lnorm.sdlog2 = 1, - lnorm_lnorm.pmix = 0.5, - weibull.weight = 0, - weibull.shape = 1, - weibull.scale = 1, + p, + burrIII3.weight = 0, + burrIII3.shape1 = 1, + burrIII3.shape2 = 1, + burrIII3.scale = 1, + gamma.weight = 0, + gamma.shape = 1, + gamma.scale = 1, + gompertz.weight = 0, + gompertz.location = 1, + gompertz.shape = 1, + invpareto.weight = 0, + invpareto.shape = 3, + invpareto.scale = 1, + lgumbel.weight = 0, + lgumbel.locationlog = 0, + lgumbel.scalelog = 1, + llogis.weight = 0, + llogis.locationlog = 0, + llogis.scalelog = 1, + llogis_llogis.weight = 0, + llogis_llogis.locationlog1 = 0, + llogis_llogis.scalelog1 = 1, + llogis_llogis.locationlog2 = 1, + llogis_llogis.scalelog2 = 1, + llogis_llogis.pmix = 0.5, + lnorm.weight = 1, + lnorm.meanlog = 0, + lnorm.sdlog = 1, + lnorm_lnorm.weight = 0, + lnorm_lnorm.meanlog1 = 0, + lnorm_lnorm.sdlog1 = 1, + lnorm_lnorm.meanlog2 = 1, + lnorm_lnorm.sdlog2 = 1, + lnorm_lnorm.pmix = 0.5, + weibull.weight = 0, + weibull.shape = 1, + weibull.scale = 1, lower.tail = TRUE, log.p = FALSE) { qdist("multi", - p = p, - burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - invpareto.weight = invpareto.weight, - invpareto.shape = invpareto.shape, - invpareto.scale = invpareto.scale, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale, - lower.tail = lower.tail, log.p = log.p + p = p, + burrIII3.weight = burrIII3.weight, + burrIII3.shape1 = burrIII3.shape1, + burrIII3.shape2 = burrIII3.shape2, + burrIII3.scale = burrIII3.scale, + gamma.weight = gamma.weight, + gamma.shape = gamma.shape, + gamma.scale = gamma.scale, + gompertz.weight = gompertz.weight, + gompertz.location = gompertz.location, + gompertz.shape = gompertz.shape, + invpareto.weight = invpareto.weight, + invpareto.shape = invpareto.shape, + invpareto.scale = invpareto.scale, + lgumbel.weight = lgumbel.weight, + lgumbel.locationlog = lgumbel.locationlog, + lgumbel.scalelog = lgumbel.scalelog, + llogis.weight = llogis.weight, + llogis.locationlog = llogis.locationlog, + llogis.scalelog = llogis.scalelog, + llogis_llogis.weight = llogis_llogis.weight, + llogis_llogis.locationlog1 = llogis_llogis.locationlog1, + llogis_llogis.scalelog1 = llogis_llogis.scalelog1, + llogis_llogis.locationlog2 = llogis_llogis.locationlog2, + llogis_llogis.scalelog2 = llogis_llogis.scalelog2, + llogis_llogis.pmix = llogis_llogis.pmix, + lnorm.weight = lnorm.weight, + lnorm.meanlog = lnorm.meanlog, + lnorm.sdlog = lnorm.sdlog, + lnorm_lnorm.weight = lnorm_lnorm.weight, + lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, + lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, + lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, + lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, + lnorm_lnorm.pmix = lnorm_lnorm.pmix, + weibull.weight = weibull.weight, + weibull.shape = weibull.shape, + weibull.scale = weibull.scale, + lower.tail = lower.tail, log.p = log.p ) } #' @describeIn ssd_r Random Generation for Multiple Distributions #' @export #' @examples -#' -#' # multi +#' +#' # multi #' set.seed(50) #' hist(ssd_rmulti(1000), breaks = 100) -#' +#' #' fits <- ssd_fit_dists(ssddata::ccme_boron) #' do.call("ssd_rmulti", c(n = 10, estimates(fits))) ssd_rmulti <- function( - n, - burrIII3.weight = 0, - burrIII3.shape1 = 1, - burrIII3.shape2 = 1, - burrIII3.scale = 1, - gamma.weight = 0, - gamma.shape = 1, - gamma.scale = 1, - gompertz.weight = 0, - gompertz.location = 1, - gompertz.shape = 1, - invpareto.weight = 0, - invpareto.shape = 3, - invpareto.scale = 1, - lgumbel.weight = 0, - lgumbel.locationlog = 0, - lgumbel.scalelog = 1, - llogis.weight = 0, - llogis.locationlog = 0, - llogis.scalelog = 1, - llogis_llogis.weight = 0, - llogis_llogis.locationlog1 = 0, - llogis_llogis.scalelog1 = 1, - llogis_llogis.locationlog2 = 1, - llogis_llogis.scalelog2 = 1, - llogis_llogis.pmix = 0.5, - lnorm.weight = 1, - lnorm.meanlog = 0, - lnorm.sdlog = 1, - lnorm_lnorm.weight = 0, - lnorm_lnorm.meanlog1 = 0, - lnorm_lnorm.sdlog1 = 1, - lnorm_lnorm.meanlog2 = 1, - lnorm_lnorm.sdlog2 = 1, - lnorm_lnorm.pmix = 0.5, - weibull.weight = 0, - weibull.shape = 1, - weibull.scale = 1, + n, + burrIII3.weight = 0, + burrIII3.shape1 = 1, + burrIII3.shape2 = 1, + burrIII3.scale = 1, + gamma.weight = 0, + gamma.shape = 1, + gamma.scale = 1, + gompertz.weight = 0, + gompertz.location = 1, + gompertz.shape = 1, + invpareto.weight = 0, + invpareto.shape = 3, + invpareto.scale = 1, + lgumbel.weight = 0, + lgumbel.locationlog = 0, + lgumbel.scalelog = 1, + llogis.weight = 0, + llogis.locationlog = 0, + llogis.scalelog = 1, + llogis_llogis.weight = 0, + llogis_llogis.locationlog1 = 0, + llogis_llogis.scalelog1 = 1, + llogis_llogis.locationlog2 = 1, + llogis_llogis.scalelog2 = 1, + llogis_llogis.pmix = 0.5, + lnorm.weight = 1, + lnorm.meanlog = 0, + lnorm.sdlog = 1, + lnorm_lnorm.weight = 0, + lnorm_lnorm.meanlog1 = 0, + lnorm_lnorm.sdlog1 = 1, + lnorm_lnorm.meanlog2 = 1, + lnorm_lnorm.sdlog2 = 1, + lnorm_lnorm.pmix = 0.5, + weibull.weight = 0, + weibull.shape = 1, + weibull.scale = 1, chk = TRUE) { rdist("multi", - n = n, - burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - invpareto.weight = invpareto.weight, - invpareto.shape = invpareto.shape, - invpareto.scale = invpareto.scale, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale, - chk = chk + n = n, + burrIII3.weight = burrIII3.weight, + burrIII3.shape1 = burrIII3.shape1, + burrIII3.shape2 = burrIII3.shape2, + burrIII3.scale = burrIII3.scale, + gamma.weight = gamma.weight, + gamma.shape = gamma.shape, + gamma.scale = gamma.scale, + gompertz.weight = gompertz.weight, + gompertz.location = gompertz.location, + gompertz.shape = gompertz.shape, + invpareto.weight = invpareto.weight, + invpareto.shape = invpareto.shape, + invpareto.scale = invpareto.scale, + lgumbel.weight = lgumbel.weight, + lgumbel.locationlog = lgumbel.locationlog, + lgumbel.scalelog = lgumbel.scalelog, + llogis.weight = llogis.weight, + llogis.locationlog = llogis.locationlog, + llogis.scalelog = llogis.scalelog, + llogis_llogis.weight = llogis_llogis.weight, + llogis_llogis.locationlog1 = llogis_llogis.locationlog1, + llogis_llogis.scalelog1 = llogis_llogis.scalelog1, + llogis_llogis.locationlog2 = llogis_llogis.locationlog2, + llogis_llogis.scalelog2 = llogis_llogis.scalelog2, + llogis_llogis.pmix = llogis_llogis.pmix, + lnorm.weight = lnorm.weight, + lnorm.meanlog = lnorm.meanlog, + lnorm.sdlog = lnorm.sdlog, + lnorm_lnorm.weight = lnorm_lnorm.weight, + lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, + lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, + lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, + lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, + lnorm_lnorm.pmix = lnorm_lnorm.pmix, + weibull.weight = weibull.weight, + weibull.shape = weibull.shape, + weibull.scale = weibull.scale, + chk = chk ) } @@ -306,7 +306,7 @@ ssd_emulti <- function() { args <- estimates(fitdists, all_estimates = TRUE) args$p <- p args$lower.tail <- lower.tail - args$log.p <- log.p + args$log.p <- log.p do.call("ssd_qmulti", args) } @@ -324,8 +324,11 @@ emulti_ssd <- function() { names(es) <- dists es <- purrr::map(es, function(x) c(list(weight = 0), x)) dists_bcanz <- ssd_dists_bcanz() - wt <- 1/length(dists_bcanz) - purrr::map_if(es, dists %in% dists_bcanz, function(x) {x$weight <- wt; x}) + wt <- 1 / length(dists_bcanz) + purrr::map_if(es, dists %in% dists_bcanz, function(x) { + x$weight <- wt + x + }) } value_args <- function(x) { @@ -349,12 +352,15 @@ pmulti_fun <- function(list) { normalize_weights <- function(list) { dlist <- purrr::keep(list, function(x) !is.na(x$weight) && x$weight > 0) - if(!length(dlist)) { + if (!length(dlist)) { err("At least one distribution must have a positive weight.") } weights <- purrr::map_dbl(dlist, function(x) x$weight) wts <- weights / sum(weights) - wlist <- purrr::map2(dlist, wts, function(x, wt) { x$weight <- wt; x}) + wlist <- purrr::map2(dlist, wts, function(x, wt) { + x$weight <- wt + x + }) wlist } @@ -366,14 +372,14 @@ pmulti_list <- function(q, list) { qmulti_list <- function(p, list) { nlist <- normalize_weights(list) - + f <- pmulti_fun(nlist) root(p, f) } pmulti_ssd <- function( q, - burrIII3.weight, + burrIII3.weight, burrIII3.shape1, burrIII3.shape2, burrIII3.scale, @@ -411,50 +417,53 @@ pmulti_ssd <- function( weibull.shape, weibull.scale) { list <- .relist_estimates( - list(burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - invpareto.weight = invpareto.weight, - invpareto.shape = invpareto.shape, - invpareto.scale = invpareto.scale, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale)) - + list( + burrIII3.weight = burrIII3.weight, + burrIII3.shape1 = burrIII3.shape1, + burrIII3.shape2 = burrIII3.shape2, + burrIII3.scale = burrIII3.scale, + gamma.weight = gamma.weight, + gamma.shape = gamma.shape, + gamma.scale = gamma.scale, + gompertz.weight = gompertz.weight, + gompertz.location = gompertz.location, + gompertz.shape = gompertz.shape, + invpareto.weight = invpareto.weight, + invpareto.shape = invpareto.shape, + invpareto.scale = invpareto.scale, + lgumbel.weight = lgumbel.weight, + lgumbel.locationlog = lgumbel.locationlog, + lgumbel.scalelog = lgumbel.scalelog, + llogis.weight = llogis.weight, + llogis.locationlog = llogis.locationlog, + llogis.scalelog = llogis.scalelog, + llogis_llogis.weight = llogis_llogis.weight, + llogis_llogis.locationlog1 = llogis_llogis.locationlog1, + llogis_llogis.scalelog1 = llogis_llogis.scalelog1, + llogis_llogis.locationlog2 = llogis_llogis.locationlog2, + llogis_llogis.scalelog2 = llogis_llogis.scalelog2, + llogis_llogis.pmix = llogis_llogis.pmix, + lnorm.weight = lnorm.weight, + lnorm.meanlog = lnorm.meanlog, + lnorm.sdlog = lnorm.sdlog, + lnorm_lnorm.weight = lnorm_lnorm.weight, + lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, + lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, + lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, + lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, + lnorm_lnorm.pmix = lnorm_lnorm.pmix, + weibull.weight = weibull.weight, + weibull.shape = weibull.shape, + weibull.scale = weibull.scale + ) + ) + pmulti_list(q, list) } qmulti_ssd <- function( q, - burrIII3.weight, + burrIII3.weight, burrIII3.shape1, burrIII3.shape2, burrIII3.scale, @@ -491,52 +500,54 @@ qmulti_ssd <- function( weibull.weight, weibull.shape, weibull.scale) { - list <- .relist_estimates( - list(burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - invpareto.weight = invpareto.weight, - invpareto.shape = invpareto.shape, - invpareto.scale = invpareto.scale, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale)) - + list( + burrIII3.weight = burrIII3.weight, + burrIII3.shape1 = burrIII3.shape1, + burrIII3.shape2 = burrIII3.shape2, + burrIII3.scale = burrIII3.scale, + gamma.weight = gamma.weight, + gamma.shape = gamma.shape, + gamma.scale = gamma.scale, + gompertz.weight = gompertz.weight, + gompertz.location = gompertz.location, + gompertz.shape = gompertz.shape, + invpareto.weight = invpareto.weight, + invpareto.shape = invpareto.shape, + invpareto.scale = invpareto.scale, + lgumbel.weight = lgumbel.weight, + lgumbel.locationlog = lgumbel.locationlog, + lgumbel.scalelog = lgumbel.scalelog, + llogis.weight = llogis.weight, + llogis.locationlog = llogis.locationlog, + llogis.scalelog = llogis.scalelog, + llogis_llogis.weight = llogis_llogis.weight, + llogis_llogis.locationlog1 = llogis_llogis.locationlog1, + llogis_llogis.scalelog1 = llogis_llogis.scalelog1, + llogis_llogis.locationlog2 = llogis_llogis.locationlog2, + llogis_llogis.scalelog2 = llogis_llogis.scalelog2, + llogis_llogis.pmix = llogis_llogis.pmix, + lnorm.weight = lnorm.weight, + lnorm.meanlog = lnorm.meanlog, + lnorm.sdlog = lnorm.sdlog, + lnorm_lnorm.weight = lnorm_lnorm.weight, + lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, + lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, + lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, + lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, + lnorm_lnorm.pmix = lnorm_lnorm.pmix, + weibull.weight = weibull.weight, + weibull.shape = weibull.shape, + weibull.scale = weibull.scale + ) + ) + qmulti_list(q, list) } rmulti_ssd <- function( - n, - burrIII3.weight, + n, + burrIII3.weight, burrIII3.shape1, burrIII3.shape2, burrIII3.scale, @@ -574,44 +585,47 @@ rmulti_ssd <- function( weibull.shape, weibull.scale) { p <- runif(n) - + list <- .relist_estimates( - list(burrIII3.weight = burrIII3.weight, - burrIII3.shape1 = burrIII3.shape1, - burrIII3.shape2 = burrIII3.shape2, - burrIII3.scale = burrIII3.scale, - gamma.weight = gamma.weight, - gamma.shape = gamma.shape, - gamma.scale = gamma.scale, - gompertz.weight = gompertz.weight, - gompertz.location = gompertz.location, - gompertz.shape = gompertz.shape, - invpareto.weight = invpareto.weight, - invpareto.shape = invpareto.shape, - invpareto.scale = invpareto.scale, - lgumbel.weight = lgumbel.weight, - lgumbel.locationlog = lgumbel.locationlog, - lgumbel.scalelog = lgumbel.scalelog, - llogis.weight = llogis.weight, - llogis.locationlog = llogis.locationlog, - llogis.scalelog = llogis.scalelog, - llogis_llogis.weight = llogis_llogis.weight, - llogis_llogis.locationlog1 = llogis_llogis.locationlog1, - llogis_llogis.scalelog1 = llogis_llogis.scalelog1, - llogis_llogis.locationlog2 = llogis_llogis.locationlog2, - llogis_llogis.scalelog2 = llogis_llogis.scalelog2, - llogis_llogis.pmix = llogis_llogis.pmix, - lnorm.weight = lnorm.weight, - lnorm.meanlog = lnorm.meanlog, - lnorm.sdlog = lnorm.sdlog, - lnorm_lnorm.weight = lnorm_lnorm.weight, - lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, - lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, - lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, - lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, - lnorm_lnorm.pmix = lnorm_lnorm.pmix, - weibull.weight = weibull.weight, - weibull.shape = weibull.shape, - weibull.scale = weibull.scale)) + list( + burrIII3.weight = burrIII3.weight, + burrIII3.shape1 = burrIII3.shape1, + burrIII3.shape2 = burrIII3.shape2, + burrIII3.scale = burrIII3.scale, + gamma.weight = gamma.weight, + gamma.shape = gamma.shape, + gamma.scale = gamma.scale, + gompertz.weight = gompertz.weight, + gompertz.location = gompertz.location, + gompertz.shape = gompertz.shape, + invpareto.weight = invpareto.weight, + invpareto.shape = invpareto.shape, + invpareto.scale = invpareto.scale, + lgumbel.weight = lgumbel.weight, + lgumbel.locationlog = lgumbel.locationlog, + lgumbel.scalelog = lgumbel.scalelog, + llogis.weight = llogis.weight, + llogis.locationlog = llogis.locationlog, + llogis.scalelog = llogis.scalelog, + llogis_llogis.weight = llogis_llogis.weight, + llogis_llogis.locationlog1 = llogis_llogis.locationlog1, + llogis_llogis.scalelog1 = llogis_llogis.scalelog1, + llogis_llogis.locationlog2 = llogis_llogis.locationlog2, + llogis_llogis.scalelog2 = llogis_llogis.scalelog2, + llogis_llogis.pmix = llogis_llogis.pmix, + lnorm.weight = lnorm.weight, + lnorm.meanlog = lnorm.meanlog, + lnorm.sdlog = lnorm.sdlog, + lnorm_lnorm.weight = lnorm_lnorm.weight, + lnorm_lnorm.meanlog1 = lnorm_lnorm.meanlog1, + lnorm_lnorm.sdlog1 = lnorm_lnorm.sdlog1, + lnorm_lnorm.meanlog2 = lnorm_lnorm.meanlog2, + lnorm_lnorm.sdlog2 = lnorm_lnorm.sdlog2, + lnorm_lnorm.pmix = lnorm_lnorm.pmix, + weibull.weight = weibull.weight, + weibull.shape = weibull.shape, + weibull.scale = weibull.scale + ) + ) qmulti_list(p, list) } diff --git a/R/params.R b/R/params.R index 95f0565b..c5550eb6 100644 --- a/R/params.R +++ b/R/params.R @@ -19,7 +19,7 @@ #' @param at_boundary_ok A flag specifying whether a model with one or more #' parameters at the boundary should be considered to have converged (default = FALSE). #' @param average A flag specifying whether to provide model averaged values as opposed to a value for each distribution. -#' @param bcanz A flag or NULL specifying whether to only include distributions in the set that is approved by BC, Canada, Australia and New Zealand for official guidelines. +#' @param bcanz A flag or NULL specifying whether to only include distributions in the set that is approved by BC, Canada, Australia and New Zealand for official guidelines. #' @param breaks A character vector #' @param bounds A named non-negative numeric vector of the left and right bounds for #' uncensored missing (0 and Inf) data in terms of the orders of magnitude @@ -56,17 +56,17 @@ #' @param meanlog mean on log scale parameter. #' @param meanlog1 mean on log scale parameter. #' @param meanlog2 mean on log scale parameter. -#' @param min_pboot A number between 0 and 1 of the minimum -#' proportion of bootstrap samples that must successfully fit (return a likelihood) +#' @param min_pboot A number between 0 and 1 of the minimum +#' proportion of bootstrap samples that must successfully fit (return a likelihood) #' to report the confidence intervals. #' @param min_pmix A number between 0 and 0.5 specifying the minimum proportion in mixture models. #' @param n A whole number of the effective number of rows of data. #' @param npars A whole numeric vector specifying which distributions to include based on the number of parameters. #' @param all_estimates A flag specifying whether to calculate estimates for all implemented distributions. -#' @param ci_method A string specifying which method to use for estimating the bootstrap values. +#' @param ci_method A string specifying which method to use for estimating the bootstrap values. #' Possible values are "multi_free" and "multi_fixed" which treat the distributions as constituting a single distribution but differ in whether the model weights are fixed and "weighted_samples" and "weighted_arithmetic" take bootstrap samples from each distribution proportional to its weight versus calculating the weighted arithmetic means of the lower and upper confidence limits. #' @param multi_est A flag specifying whether to treat the distributions as constituting a single distribution (as opposed to taking the mean) when calculating model averaged estimates. -#' @param na.rm A flag specifying whether to silently remove missing values or +#' @param na.rm A flag specifying whether to silently remove missing values or #' remove them with a warning. #' @param n positive number of observations. #' @param nboot A count of the number of bootstrap samples to use to estimate the confidence limits. A value of 10,000 is recommended for official guidelines. @@ -89,7 +89,7 @@ #' @param ribbon A flag indicating whether to plot the confidence interval as a grey ribbon as opposed to green solid lines. #' @param right A string of the column in data with the right concentration values. #' @param save_to NULL or a string specifying a directory to save where the bootstrap datasets and parameter estimates (when successfully converged) to. -#' @param samples A flag specfying whether to include a numeric vector of the bootstrap samples as a list column in the output. +#' @param samples A flag specfying whether to include a numeric vector of the bootstrap samples as a list column in the output. #' @param scale scale parameter. #' @param scalelog1 scalelog1 parameter. #' @param scalelog2 scalelog2 parameter. diff --git a/R/plot-cdf.R b/R/plot-cdf.R index c3c56f49..58f92b6d 100644 --- a/R/plot-cdf.R +++ b/R/plot-cdf.R @@ -35,12 +35,12 @@ ssd_plot_cdf <- function(x, ...) { ssd_plot_cdf.fitdists <- function(x, average = FALSE, delta = 9.21, ...) { chk_scalar(average) chk_logical(average) - - if(!is.na(average)) { - pred <- ssd_hc(x, proportion = 1:99/100, average = average, delta = delta) + + if (!is.na(average)) { + pred <- ssd_hc(x, proportion = 1:99 / 100, average = average, delta = delta) } else { - pred <- ssd_hc(x, proportion = 1:99/100, average = FALSE, delta = delta) - pred_ave <- ssd_hc(x, proportion = 1:99/100, average = TRUE, delta = delta) + pred <- ssd_hc(x, proportion = 1:99 / 100, average = FALSE, delta = delta) + pred_ave <- ssd_hc(x, proportion = 1:99 / 100, average = TRUE, delta = delta) pred <- dplyr::bind_rows(pred, pred_ave) } data <- ssd_data(x) @@ -67,7 +67,7 @@ ssd_plot_cdf.fitdists <- function(x, average = FALSE, delta = 9.21, ...) { #' lnorm = c(meanlog = 2, sdlog = 2) #' )) ssd_plot_cdf.list <- function(x, ...) { - pred <- ssd_hc(x, proportion = 1:99/100) + pred <- ssd_hc(x, proportion = 1:99 / 100) data <- data.frame(Conc = numeric(0)) linetype <- if (length(unique(pred$dist)) > 1) "dist" else NULL diff --git a/R/plot-cf.R b/R/plot-cf.R index 17a78884..d0f8c2fe 100644 --- a/R/plot-cf.R +++ b/R/plot-cf.R @@ -14,7 +14,7 @@ #' Cullen and Frey Plot #' `r lifecycle::badge('deprecated')` -#' +#' #' Plots a Cullen and Frey graph of the skewness and kurtosis #' for non-censored data. #' diff --git a/R/plot-data.R b/R/plot-data.R index f5fb95bb..b5d955ad 100644 --- a/R/plot-data.R +++ b/R/plot-data.R @@ -35,10 +35,10 @@ ssd_plot_data <- function(data, left = "Conc", right = left, chk_number(shift_x) chk_range(shift_x, c(1, 1000)) - + chk_number(add_x) chk_range(add_x, c(-1000, 1000)) - + .chk_bounds(bounds) data <- process_data(data, left, right, weight = NULL) @@ -84,8 +84,10 @@ ssd_plot_data <- function(data, left = "Conc", right = left, ), stat = "identity") } - gp <- gp + plot_coord_scale(data, xlab = xlab, ylab = ylab, - trans = trans, xbreaks = xbreaks) + gp <- gp + plot_coord_scale(data, + xlab = xlab, ylab = ylab, + trans = trans, xbreaks = xbreaks + ) if (!is.null(label)) { data$right <- (data$right + add_x) * shift_x diff --git a/R/predict.R b/R/predict.R index fdff26f2..946b3a67 100644 --- a/R/predict.R +++ b/R/predict.R @@ -29,45 +29,45 @@ stats::predict #' fits <- ssd_fit_dists(ssddata::ccme_boron) #' predict(fits) predict.fitdists <- function( - object, - percent, - proportion = 1:99/100, + object, + percent, + proportion = 1:99 / 100, average = TRUE, - ci = FALSE, - level = 0.95, + ci = FALSE, + level = 0.95, nboot = 1000, min_pboot = 0.95, multi_est = TRUE, ci_method = "weighted_samples", - parametric = TRUE, - delta = 9.21, + parametric = TRUE, + delta = 9.21, control = NULL, ...) { chk_unused(...) - - - if(lifecycle::is_present(percent)) { + + + if (lifecycle::is_present(percent)) { lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) proportion <- percent / 100 } - + chk_vector(proportion) chk_numeric(proportion) chk_range(proportion) - + ssd_hc( object, - proportion = proportion, - ci = ci, + proportion = proportion, + ci = ci, level = level, - nboot = nboot, + nboot = nboot, min_pboot = min_pboot, multi_est = multi_est, - average = average, - delta = delta, + average = average, + delta = delta, parametric = parametric, ci_method = ci_method, control = control @@ -88,34 +88,34 @@ predict.fitdists <- function( #' fits <- ssd_fit_burrlioz(ssddata::ccme_boron) #' predict(fits) predict.fitburrlioz <- function( - object, - percent, - proportion = 1:99/100, + object, + percent, + proportion = 1:99 / 100, ci = FALSE, - level = 0.95, + level = 0.95, nboot = 1000, min_pboot = 0.95, parametric = TRUE, ...) { chk_unused(...) - - if(lifecycle::is_present(percent)) { + + if (lifecycle::is_present(percent)) { lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) proportion <- percent / 100 } - + chk_vector(proportion) chk_numeric(proportion) chk_range(proportion) - + ssd_hc(object, - proportion = proportion, - ci = ci, + proportion = proportion, + ci = ci, level = level, - nboot = nboot, + nboot = nboot, min_pboot = min_pboot, parametric = parametric ) diff --git a/R/ssd-plot.R b/R/ssd-plot.R index 5e4fbee4..9f0b543e 100644 --- a/R/ssd-plot.R +++ b/R/ssd-plot.R @@ -22,7 +22,7 @@ plot_coord_scale <- function(data, xlab, ylab, trans, xbreaks = waiver()) { if (is.waive(xbreaks) & trans == "log10") { xbreaks <- trans_breaks("log10", function(x) 10^x) } - + list( coord_trans(x = trans), scale_x_continuous(xlab, @@ -50,7 +50,7 @@ ssd_plot <- function(data, pred, left = "Conc", right = left, label = NULL, shape = NULL, color = NULL, size = 2.5, linetype = NULL, linecolor = NULL, xlab = "Concentration", ylab = "Species Affected", - ci = TRUE, ribbon = TRUE, hc = 0.05, + ci = TRUE, ribbon = TRUE, hc = 0.05, shift_x = 3, add_x = 0, bounds = c(left = 1, right = 1), trans = "log10", xbreaks = waiver()) { @@ -71,7 +71,7 @@ ssd_plot <- function(data, pred, left = "Conc", right = left, chk_range(shift_x, c(1, 1000)) chk_number(add_x) chk_range(add_x, c(-1000, 1000)) - + chk_flag(ci) chk_flag(ribbon) @@ -153,8 +153,10 @@ ssd_plot <- function(data, pred, left = "Conc", right = left, ), stat = "identity") } - gp <- gp + plot_coord_scale(data, xlab = xlab, ylab = ylab, - trans = trans, xbreaks = xbreaks) + gp <- gp + plot_coord_scale(data, + xlab = xlab, ylab = ylab, + trans = trans, xbreaks = xbreaks + ) if (!is.null(label)) { data$right <- (data$right + add_x) * shift_x diff --git a/R/test-helpers.R b/R/test-helpers.R index e5816bec..62ee193a 100644 --- a/R/test-helpers.R +++ b/R/test-helpers.R @@ -25,7 +25,7 @@ save_png <- function(x, width = 400, height = 400) { grDevices::png(path, width = width, height = height) on.exit(grDevices::dev.off()) print(x) - + path } @@ -38,7 +38,7 @@ save_csv <- function(x) { expect_snapshot_plot <- function(x, name) { testthat::skip_on_os("windows") testthat::skip_on_os("linux") - + path <- save_png(x) testthat::expect_snapshot_file(path, paste0(name, ".png")) } @@ -61,9 +61,10 @@ expect_snapshot_data <- function(x, name, digits = 6) { x <- dplyr::mutate(x, dplyr::across(where(is.list), lapply_fun)) path <- save_csv(x) testthat::expect_snapshot_file( - path, - paste0(name, ".csv"), - compare = testthat::compare_file_text) + path, + paste0(name, ".csv"), + compare = testthat::compare_file_text + ) } ep <- function(text) { @@ -71,7 +72,7 @@ ep <- function(text) { } test_dist <- function(dist, qroottolerance = 1.490116e-08, upadj = 0, multi = FALSE) { - if(!multi) { + if (!multi) { ep(glue::glue("expect_identical(ssd_p{dist}(numeric(0)), numeric(0))")) ep(glue::glue("expect_identical(ssd_p{dist}(NA), NA_real_)")) ep(glue::glue("expect_identical(ssd_p{dist}(NaN), NaN)")) @@ -79,11 +80,11 @@ test_dist <- function(dist, qroottolerance = 1.490116e-08, upadj = 0, multi = FA ep(glue::glue("expect_identical(ssd_p{dist}(-Inf), 0)")) ep(glue::glue("expect_identical(ssd_p{dist}(Inf), 1)")) ep(glue::glue("expect_gt(ssd_p{dist}(1.000001), ssd_p{dist}(1))")) - + ep(glue::glue("expect_equal(ssd_p{dist}(1, log.p = TRUE), log(ssd_p{dist}(1)))")) ep(glue::glue("expect_equal(ssd_p{dist}(1, lower.tail = FALSE), 1- ssd_p{dist}(1))")) ep(glue::glue("expect_equal(ssd_p{dist}(1, lower.tail = FALSE, log.p = TRUE), log(1 - ssd_p{dist}(1)))")) - + ep(glue::glue("expect_identical(p{}(c(NA, NaN, 0, Inf, -Inf)), c(NA, NaN, 0, Inf, -Inf))")) ep(glue::glue("expect_equal(ssd_p{dist}(1:2, 1:2, 3:4), @@ -91,7 +92,7 @@ test_dist <- function(dist, qroottolerance = 1.490116e-08, upadj = 0, multi = FA ep(glue::glue("expect_equal(ssd_p{dist}(1:2, c(1, NA), 3:4), c(ssd_p{dist}(1, 1, 3), NA_real_))")) } - + ep(glue::glue("expect_identical(ssd_q{dist}(numeric(0)), numeric(0))")) ep(glue::glue("expect_identical(ssd_q{dist}(NA), NA_real_)")) ep(glue::glue("expect_identical(ssd_q{dist}(NaN), NaN)")) @@ -106,10 +107,10 @@ test_dist <- function(dist, qroottolerance = 1.490116e-08, upadj = 0, multi = FA ep(glue::glue("expect_identical(ssd_q{dist}(log(0.75), log.p = TRUE), ssd_q{dist}(0.75))")) ep(glue::glue("expect_identical(ssd_q{dist}(0.75, lower.tail = FALSE), ssd_q{dist}(0.25))")) ep(glue::glue("expect_identical(ssd_q{dist}(log(0.75), lower.tail = FALSE, log.p = TRUE), ssd_q{dist}(0.25))")) - + ep(glue::glue("expect_identical(ssd_q{dist}(c(NA, NaN, 0, Inf, -Inf)), c(NA, NaN, 0, NaN, NaN))")) - - if(!multi) { + + if (!multi) { ep(glue::glue("expect_identical(ssd_q{dist}(c(0.25, 0.75), 1:2, 3:4), c(ssd_q{dist}(0.25, 1, 3), ssd_q{dist}(0.75, 2, 4)))")) ep(glue::glue("expect_identical(ssd_q{dist}(c(0.25, 0.75), c(1,NA), 3:4), c(ssd_q{dist}(0.25, 1, 3), NA_real_))")) ep(glue::glue("expect_equal(ssd_q{dist}(ssd_p{dist}(c(0, 0.1, 0.5, 0.9, 0.99))), c(0, 0.1, 0.5, 0.9, 0.99), tolerance = {qroottolerance})")) @@ -117,7 +118,7 @@ test_dist <- function(dist, qroottolerance = 1.490116e-08, upadj = 0, multi = FA ep(glue::glue("expect_identical(ssd_r{dist}(2, NA), c(NA, NA_real_))")) ep(glue::glue("expect_error(ssd_r{dist}(1, 1:2))")) } - + ep(glue::glue("expect_identical(ssd_r{dist}(numeric(0)), numeric(0))")) ep(glue::glue("expect_identical(ssd_r{dist}(0), numeric(0))")) ep(glue::glue("expect_error(ssd_r{dist}(NA))")) @@ -126,14 +127,14 @@ test_dist <- function(dist, qroottolerance = 1.490116e-08, upadj = 0, multi = FA ep(glue::glue("expect_identical(length(ssd_r{dist}(2)), 2L)")) ep(glue::glue("expect_identical(length(ssd_r{dist}(3:4)), 2L)")) ep(glue::glue("expect_identical(length(ssd_r{dist}(c(NA, 1))), 2L)")) - - if(!multi) { + + if (!multi) { ests <- ep(glue::glue("ssd_e{dist}()")) testthat::expect_true(vld_list(ests)) testthat::expect_true(vld_all(ests, vld_number)) testthat::expect_true(vld_length(ests, length = 2L, upper = 5L)) testthat::expect_true(vld_named(ests)) - + set.seed(97) data <- data.frame(Conc = ep(glue::glue("ssd_r{dist}(1000)"))) fits <- ssd_fit_dists(data = data, dists = dist) @@ -143,12 +144,12 @@ test_dist <- function(dist, qroottolerance = 1.490116e-08, upadj = 0, multi = FA testthat::expect_identical(tidy$dist[1], dist) tidy$lower <- tidy$est - tidy$se * 3 tidy$upper <- tidy$est + tidy$se * 3 - + default <- ep(glue::glue("formals(ssd_r{dist})")) default$n <- NULL default$chk <- NULL default <- data.frame(term = names(default), default = unlist(default)) - + tidy <- merge(tidy, default, by = "term", all = "TRUE") testthat::expect_true(all(tidy$default > tidy$lower - upadj)) testthat::expect_true(all(tidy$default < tidy$upper + upadj)) diff --git a/man/ssd_p.Rd b/man/ssd_p.Rd index 77c04c2f..e651d66d 100644 --- a/man/ssd_p.Rd +++ b/man/ssd_p.Rd @@ -276,7 +276,7 @@ ssd_plnorm_lnorm(1) ssd_plnorm(1) -# multi +# multi ssd_pmulti(1) ssd_pweibull(1) diff --git a/man/ssd_q.Rd b/man/ssd_q.Rd index aa163167..5ebe2b64 100644 --- a/man/ssd_q.Rd +++ b/man/ssd_q.Rd @@ -276,7 +276,7 @@ ssd_qlnorm_lnorm(0.5) ssd_qlnorm(0.5) -# multi +# multi ssd_qmulti(0.5) ssd_qweibull(0.5) diff --git a/man/ssd_r.Rd b/man/ssd_r.Rd index 0a2065e7..77d58ff6 100644 --- a/man/ssd_r.Rd +++ b/man/ssd_r.Rd @@ -267,7 +267,7 @@ hist(ssd_rlnorm_lnorm(10000), breaks = 1000) set.seed(50) hist(ssd_rlnorm(10000), breaks = 1000) -# multi +# multi set.seed(50) hist(ssd_rmulti(1000), breaks = 100) diff --git a/tests/testthat/test-estimates.R b/tests/testthat/test-estimates.R index 5c920b0d..a3ef6d4f 100644 --- a/tests/testthat/test-estimates.R +++ b/tests/testthat/test-estimates.R @@ -22,7 +22,7 @@ test_that("estimates", { test_that("estimates all_estimates = TRUE", { fits <- ssd_fit_dists(ssddata::ccme_boron) - + estimates <- estimates(fits, all_estimates = TRUE) expect_type(estimates, "list") expect_snapshot_output(print(estimates)) diff --git a/tests/testthat/test-gof.R b/tests/testthat/test-gof.R index 1620eef5..7d8a7df4 100644 --- a/tests/testthat/test-gof.R +++ b/tests/testthat/test-gof.R @@ -25,13 +25,13 @@ test_that("gof", { test_that("gof censored same parameters2", { data <- ssddata::ccme_boron data$right <- data$Conc - data$Conc[c(3,6,8)] <- NA + data$Conc[c(3, 6, 8)] <- NA fits <- ssd_fit_dists(data, right = "right", dists = c("llogis", "lnorm")) - + gof_statistic <- ssd_gof(fits) expect_snapshot_data(gof_statistic, "gof_statistic2") - + gof <- ssd_gof(fits, pvalue = TRUE) expect_snapshot_data(gof, "gof2") }) @@ -39,13 +39,13 @@ test_that("gof censored same parameters2", { test_that("gof censored same parameters5", { data <- ssddata::ccme_boron data$right <- data$Conc - data$Conc[c(3,6,8)] <- NA - + data$Conc[c(3, 6, 8)] <- NA + fits <- ssd_fit_dists(data, right = "right", dists = c("llogis_llogis", "lnorm_lnorm")) - + gof_statistic <- ssd_gof(fits) expect_snapshot_data(gof_statistic, "gof_statistic5") - + gof <- ssd_gof(fits, pvalue = TRUE) expect_snapshot_data(gof, "gof5") }) @@ -53,13 +53,13 @@ test_that("gof censored same parameters5", { test_that("gof censored same diff parameters", { data <- ssddata::ccme_boron data$right <- data$Conc - data$Conc[c(3,6,8)] <- NA - + data$Conc[c(3, 6, 8)] <- NA + fits <- ssd_fit_dists(data, right = "right", dists = c("llogis", "lnorm_lnorm")) - + gof_statistic <- ssd_gof(fits) expect_snapshot_data(gof_statistic, "gof_statisticn") - + gof <- ssd_gof(fits, pvalue = TRUE) expect_snapshot_data(gof, "gofn") }) diff --git a/tests/testthat/test-gompertz.R b/tests/testthat/test-gompertz.R index bf8d7ccc..59552abb 100644 --- a/tests/testthat/test-gompertz.R +++ b/tests/testthat/test-gompertz.R @@ -25,7 +25,9 @@ test_that("bootstrap gompertz with problem data", { data <- data.frame(Conc = ssd_rgompertz(6, location = 0.6, shape = 0.07)) fit <- ssdtools::ssd_fit_dists(data, dists = "gompertz") set.seed(99) - hc <- ssd_hc(fit, ci = TRUE, nboot = 100, min_pboot = 0.8, ci_method = "weighted_arithmetic", multi_est = FALSE, - samples = TRUE) + hc <- ssd_hc(fit, + ci = TRUE, nboot = 100, min_pboot = 0.8, ci_method = "weighted_arithmetic", multi_est = FALSE, + samples = TRUE + ) expect_snapshot_data(hc, "hc_prob") }) diff --git a/tests/testthat/test-hc-burrlioz.R b/tests/testthat/test-hc-burrlioz.R index a632e27b..a5b1ef97 100644 --- a/tests/testthat/test-hc-burrlioz.R +++ b/tests/testthat/test-hc-burrlioz.R @@ -49,7 +49,7 @@ test_that("ssd_hc currently errors with burrIII3", { fit <- ssd_fit_burrlioz(data) expect_identical(names(fit), "burrIII3") set.seed(47) - #FIXME: currently errors - also hp + # FIXME: currently errors - also hp expect_error(hc_burrIII3 <- ssd_hc(fit, nboot = 10, ci = TRUE, min_pboot = 0)) }) diff --git a/tests/testthat/test-hc-root.R b/tests/testthat/test-hc-root.R index d7830973..6c138f86 100644 --- a/tests/testthat/test-hc-root.R +++ b/tests/testthat/test-hc-root.R @@ -1,4 +1,4 @@ -# Copyright 2023 Australian Government Department of +# Copyright 2023 Australian Government Department of # Climate Change, Energy, the Environment and Water # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -21,7 +21,7 @@ test_that("hc multi_ci lnorm", { hc_multi <- ssd_hc(fits, average = TRUE, ci_method = "multi_fixed") expect_identical(hc_dist$est, hc_average$est) expect_equal(hc_multi, hc_average) - + testthat::expect_snapshot({ hc_multi }) @@ -42,8 +42,8 @@ test_that("hc multi_ci all", { test_that("hc multi_ci all multiple hcs", { fits <- ssd_fit_dists(ssddata::ccme_boron) set.seed(102) - hc_average <- ssd_hc(fits, proportion = c(5,10)/100, average = TRUE, ci_method = "weighted_arithmetic", multi_est = FALSE) - hc_multi <- ssd_hc(fits, proportion = c(5,10)/100, average = TRUE, ci_method = "multi_fixed") + hc_average <- ssd_hc(fits, proportion = c(5, 10) / 100, average = TRUE, ci_method = "weighted_arithmetic", multi_est = FALSE) + hc_multi <- ssd_hc(fits, proportion = c(5, 10) / 100, average = TRUE, ci_method = "multi_fixed") expect_equal(hc_average$est, c(1.24151480646654, 2.37337090704541), tolerance = 1e-6) expect_equal(hc_multi$est, c(1.2567737470831, 2.38164080837643), tolerance = 1e-6) testthat::expect_snapshot({ @@ -54,9 +54,9 @@ test_that("hc multi_ci all multiple hcs", { test_that("hc multi_ci all multiple hcs cis", { fits <- ssd_fit_dists(ssddata::ccme_boron) set.seed(102) - hc_average <- ssd_hc(fits, proportion = c(5,10)/100, average = TRUE, ci_method = "weighted_arithmetic", multi_est = FALSE, nboot = 10, ci = TRUE) + hc_average <- ssd_hc(fits, proportion = c(5, 10) / 100, average = TRUE, ci_method = "weighted_arithmetic", multi_est = FALSE, nboot = 10, ci = TRUE) set.seed(105) - hc_multi <- ssd_hc(fits, proportion = c(5,10)/100, average = TRUE, ci_method = "multi_fixed", nboot = 10, ci = TRUE) + hc_multi <- ssd_hc(fits, proportion = c(5, 10) / 100, average = TRUE, ci_method = "multi_fixed", nboot = 10, ci = TRUE) expect_equal(hc_average$est, c(1.24151480646654, 2.37337090704541), tolerance = 1e-6) expect_equal(hc_multi$est, c(1.2567737470831, 2.38164080837643), tolerance = 1e-6) testthat::expect_snapshot({ @@ -72,15 +72,15 @@ test_that("hc multi_ci lnorm ci", { hc_average <- ssd_hc(fits, average = TRUE, ci = TRUE, nboot = 100, ci_method = "weighted_arithmetic", multi_est = FALSE) set.seed(102) hc_multi <- ssd_hc(fits, average = TRUE, ci_method = "multi_fixed", ci = TRUE, nboot = 100) - + testthat::expect_snapshot({ hc_average }) - + testthat::expect_snapshot({ hc_multi }) - + hc_dist$dist <- NULL hc_average$dist <- NULL expect_identical(hc_dist, hc_average) diff --git a/tests/testthat/test-hc.R b/tests/testthat/test-hc.R index d7d5ebeb..8c3c2a8e 100644 --- a/tests/testthat/test-hc.R +++ b/tests/testthat/test-hc.R @@ -23,7 +23,7 @@ test_that("hc", { test_that("hc estimate with censored data same number of 2parameters", { data <- ssddata::ccme_boron data$right <- data$Conc - data$Conc[c(3,6,8)] <- NA + data$Conc[c(3, 6, 8)] <- NA fit <- ssd_fit_dists(data, right = "right", dists = c("lnorm", "llogis")) hc <- ssd_hc(fit) expect_snapshot_data(hc, "censored_2ll") @@ -32,7 +32,7 @@ test_that("hc estimate with censored data same number of 2parameters", { test_that("hc estimate with censored data same number of 5parameters", { data <- ssddata::ccme_boron data$right <- data$Conc - data$Conc[c(3,6,8)] <- NA + data$Conc[c(3, 6, 8)] <- NA fit <- ssd_fit_dists(data, right = "right", dists = c("lnorm_lnorm", "llogis_llogis")) hc <- ssd_hc(fit) expect_snapshot_data(hc, "censored_5ll") @@ -41,27 +41,26 @@ test_that("hc estimate with censored data same number of 5parameters", { test_that("hc not estimate with different number of parameters", { data <- ssddata::ccme_boron data$right <- data$Conc - data$Conc[c(3,6,8)] <- NA + data$Conc[c(3, 6, 8)] <- NA fit <- ssd_fit_dists(data, right = "right", dists = c("lnorm", "lnorm_lnorm")) hc_each <- ssd_hc(fit, average = FALSE) expect_snapshot_data(hc_each, "censored_each") - expect_warning(hc_ave <- ssd_hc(fit), - "Model averaged estimates cannot be calculated for censored data when the distributions have different numbers of parameters.") + expect_warning( + hc_ave <- ssd_hc(fit), + "Model averaged estimates cannot be calculated for censored data when the distributions have different numbers of parameters." + ) expect_snapshot_data(hc_ave, "censored_ave") }) test_that("ssd_hc list must be named", { - chk::expect_chk_error(ssd_hc(list())) }) test_that("ssd_hc list names must be unique", { - chk::expect_chk_error(ssd_hc(list("lnorm" = NULL, "lnorm" = NULL))) }) test_that("ssd_hc list handles zero length list", { - hc <- ssd_hc(structure(list(), .Names = character(0))) expect_s3_class(hc, "tbl_df") expect_identical(colnames(hc), c("dist", "proportion", "est", "se", "lcl", "ucl", "wt", "nboot", "pboot", "samples")) @@ -71,7 +70,6 @@ test_that("ssd_hc list handles zero length list", { }) test_that("ssd_hc list works null values handles zero length list", { - hc <- ssd_hc(list("lnorm" = NULL)) expect_s3_class(hc, "tbl_df") expect_identical(colnames(hc), c("dist", "proportion", "est", "se", "lcl", "ucl", "wt", "nboot", "pboot")) @@ -82,21 +80,20 @@ test_that("ssd_hc list works null values handles zero length list", { }) test_that("ssd_hc list works multiple percent values", { - - hc <- ssd_hc(list("lnorm" = NULL), proportion = c(1, 99)/100) + hc <- ssd_hc(list("lnorm" = NULL), proportion = c(1, 99) / 100) expect_s3_class(hc, "tbl_df") expect_identical(colnames(hc), c("dist", "proportion", "est", "se", "lcl", "ucl", "wt", "nboot", "pboot")) - expect_identical(hc$proportion, c(1, 99)/100) + expect_identical(hc$proportion, c(1, 99) / 100) expect_equal(hc$dist, c("lnorm", "lnorm")) expect_equal(hc$est, c(0.097651733070336, 10.2404736563121)) expect_identical(hc$se, c(NA_real_, NA_real_)) }) test_that("ssd_hc list works partial percent values", { - hc <- ssd_hc(list("lnorm" = NULL), proportion = c(50.5)/100) + hc <- ssd_hc(list("lnorm" = NULL), proportion = c(50.5) / 100) expect_s3_class(hc, "tbl_df") expect_identical(colnames(hc), c("dist", "proportion", "est", "se", "lcl", "ucl", "wt", "nboot", "pboot")) - expect_identical(hc$proportion, 50.5/100) + expect_identical(hc$proportion, 50.5 / 100) expect_equal(hc$dist, "lnorm") expect_equal(hc$est, 1.01261234261044) expect_identical(hc$se, NA_real_) @@ -113,31 +110,28 @@ test_that("ssd_hc list works specified values", { }) test_that("ssd_hc list works multiple NULL distributions", { - hc <- ssd_hc(list("lnorm" = NULL, "llogis" = NULL)) expect_s3_class(hc, "tbl_df") expect_identical(colnames(hc), c("dist", "proportion", "est", "se", "lcl", "ucl", "wt", "nboot", "pboot")) - expect_identical(hc$proportion, c(5, 5)/100) + expect_identical(hc$proportion, c(5, 5) / 100) expect_equal(hc$dist, c("lnorm", "llogis")) expect_equal(hc$est, c(0.193040816698737, 0.0526315789473684)) expect_equal(hc$se, c(NA_real_, NA_real_)) }) test_that("ssd_hc list works multiple NULL distributions with multiple percent", { - - hc <- ssd_hc(list("lnorm" = NULL, "llogis" = NULL), proportion = c(1, 99)/100) + hc <- ssd_hc(list("lnorm" = NULL, "llogis" = NULL), proportion = c(1, 99) / 100) expect_s3_class(hc, "tbl_df") expect_identical(colnames(hc), c("dist", "proportion", "est", "se", "lcl", "ucl", "wt", "nboot", "pboot")) expect_equal(hc$dist, c("lnorm", "lnorm", "llogis", "llogis")) - expect_identical(hc$proportion, c(1, 99, 1, 99)/100) + expect_identical(hc$proportion, c(1, 99, 1, 99) / 100) expect_equal(hc$est, c(0.097651733070336, 10.2404736563121, 0.0101010101010101, 98.9999999999999)) expect_equal(hc$se, c(NA_real_, NA_real_, NA_real_, NA_real_)) }) test_that("ssd_hc fitdists works zero length percent", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") - + hc <- ssd_hc(fits, proportion = numeric(0)) expect_s3_class(hc, class = "tbl_df") expect_identical(colnames(hc), c("dist", "proportion", "est", "se", "lcl", "ucl", "wt", "nboot", "pboot", "samples")) @@ -148,52 +142,46 @@ test_that("ssd_hc fitdists works zero length percent", { }) test_that("ssd_hc fitdists works NA percent", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") - + hc <- ssd_hc(fits, proportion = NA_real_) expect_s3_class(hc, "tbl_df") expect_snapshot_data(hc, "hc114") }) test_that("ssd_hc fitdists works 0 percent", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") - + hc <- ssd_hc(fits, proportion = 0) expect_s3_class(hc, "tbl_df") expect_snapshot_data(hc, "hc122") }) test_that("ssd_hc fitdists works 100 percent", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") - + hc <- ssd_hc(fits, proportion = 1) expect_s3_class(hc, "tbl_df") expect_snapshot_data(hc, "hc130") }) test_that("ssd_hc fitdists works multiple percents", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") - - hc <- ssd_hc(fits, proportion = c(1, 99)/100) + + hc <- ssd_hc(fits, proportion = c(1, 99) / 100) expect_s3_class(hc, "tbl_df") expect_snapshot_data(hc, "hc138") }) test_that("ssd_hc fitdists works fractions", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") - - hc <- ssd_hc(fits, proportion = 50.5/100) + + hc <- ssd_hc(fits, proportion = 50.5 / 100) expect_s3_class(hc, "tbl_df") expect_snapshot_data(hc, "hc505") }) test_that("ssd_hc fitdists averages", { - fits <- ssd_fit_dists(ssddata::ccme_boron) hc <- ssd_hc(fits, ci_method = "weighted_arithmetic", multi_est = FALSE) expect_s3_class(hc, "tbl_df") @@ -201,8 +189,10 @@ test_that("ssd_hc fitdists averages", { }) test_that("ssd_hc fitdists correctly averages", { - fits <- ssd_fit_dists(ssddata::aims_molybdenum_marine, dists = c("lgumbel", "lnorm_lnorm"), - min_pmix = 0) + fits <- ssd_fit_dists(ssddata::aims_molybdenum_marine, + dists = c("lgumbel", "lnorm_lnorm"), + min_pmix = 0 + ) hc <- ssd_hc(fits, average = FALSE, ci_method = "multi_free") expect_equal(hc$est, c(3881.17238083968, 5540.69271009251), tolerance = 1e-6) expect_equal(hc$wt, c(0.0968427088339105, 0.90315729116609)) @@ -211,25 +201,22 @@ test_that("ssd_hc fitdists correctly averages", { }) test_that("ssd_hc fitdists averages single dist by multiple percent", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") - - hc <- ssd_hc(fits, average = TRUE, proportion = 1:99/100) + + hc <- ssd_hc(fits, average = TRUE, proportion = 1:99 / 100) expect_s3_class(hc, "tbl_df") expect_snapshot_data(hc, "hc153") }) test_that("ssd_hc fitdists not average single dist by multiple percent gives whole numeric", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") - - hc <- ssd_hc(fits, average = FALSE, proportion = 1:99/100) + + hc <- ssd_hc(fits, average = FALSE, proportion = 1:99 / 100) expect_s3_class(hc, "tbl_df") expect_snapshot_data(hc, "hc161") }) test_that("ssd_hc fitdists not average", { - fits <- ssd_fit_dists(ssddata::ccme_boron) hc <- ssd_hc(fits, average = FALSE) expect_s3_class(hc, "tbl_df") @@ -237,7 +224,6 @@ test_that("ssd_hc fitdists not average", { }) test_that("ssd_hc fitdists correct for rescaling", { - fits <- ssd_fit_dists(ssddata::ccme_boron) fits_rescale <- ssd_fit_dists(ssddata::ccme_boron, rescale = TRUE) hc <- ssd_hc(fits, ci_method = "weighted_arithmetic") @@ -246,29 +232,26 @@ test_that("ssd_hc fitdists correct for rescaling", { }) test_that("ssd_hc fitdists cis", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") - + set.seed(102) hc <- ssd_hc(fits, ci = TRUE, ci_method = "weighted_arithmetic", samples = TRUE) expect_s3_class(hc, "tbl_df") - + expect_snapshot_data(hc, "hc_cis") }) test_that("ssd_hc fitdists cis level = 0.8", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") - + set.seed(102) hc <- ssd_hc(fits, ci = TRUE, level = 0.8, ci_method = "weighted_arithmetic", samples = TRUE) expect_s3_class(hc, "tbl_df") - + expect_snapshot_data(hc, "hc_cis_level08") }) test_that("ssd_hc doesn't calculate cis with inconsistent censoring", { - data <- ssddata::ccme_boron data$Conc2 <- data$Conc data$Conc[1] <- 0.5 @@ -277,7 +260,7 @@ test_that("ssd_hc doesn't calculate cis with inconsistent censoring", { set.seed(10) hc <- ssd_hc(fits, ci = TRUE, nboot = 10, ci_method = "weighted_arithmetic") expect_equal(hc$se, 0.475836654747499, tolerance = 1e-6) - + fits <- ssd_fit_dists(data, right = "Conc2", dists = c("lnorm", "llogis")) set.seed(10) expect_warning( @@ -298,7 +281,6 @@ test_that("ssd_hc works with fully left censored data", { }) test_that("ssd_hc not work partially censored even if all same left", { - data <- ssddata::ccme_boron data$Conc2 <- data$Conc data$Conc <- 0.1 @@ -311,7 +293,6 @@ test_that("ssd_hc not work partially censored even if all same left", { }) test_that("ssd_hc doesn't works with inconsisently censored data", { - data <- ssddata::ccme_boron data$Conc2 <- data$Conc data$Conc <- 0 @@ -325,13 +306,12 @@ test_that("ssd_hc doesn't works with inconsisently censored data", { }) test_that("ssd_hc same with equally weighted data", { - data <- ssddata::ccme_boron data$Weight <- rep(1, nrow(data)) fits <- ssd_fit_dists(data, weight = "Weight", dists = "lnorm") set.seed(10) hc <- ssd_hc(fits, ci = TRUE, nboot = 10) - + data$Weight <- rep(2, nrow(data)) fits2 <- ssd_fit_dists(data, weight = "Weight", dists = "lnorm") set.seed(10) @@ -375,7 +355,6 @@ test_that("ssd_hc calculates cis in parallel with two distributions", { }) test_that("ssd_hc doesn't calculate cis with unequally weighted data", { - data <- ssddata::ccme_boron data$Weight <- rep(1, nrow(data)) data$Weight[1] <- 2 @@ -388,7 +367,6 @@ test_that("ssd_hc doesn't calculate cis with unequally weighted data", { }) test_that("ssd_hc no effect with higher weight one distribution", { - data <- ssddata::ccme_boron data$Weight <- rep(1, nrow(data)) fits <- ssd_fit_dists(data, weight = "Weight", dists = "lnorm") @@ -432,7 +410,6 @@ test_that("ssd_hc cis with non-convergence", { }) test_that("ssd_hc cis with error and multiple dists", { - set.seed(99) conc <- ssd_rlnorm_lnorm(30, meanlog1 = 0, meanlog2 = 1, sdlog1 = 1 / 10, sdlog2 = 1 / 10, pmix = 0.2) data <- data.frame(Conc = conc) @@ -443,14 +420,13 @@ test_that("ssd_hc cis with error and multiple dists", { expect_snapshot_boot_data(hc_err_two, "hc_err_two") set.seed(99) expect_warning(hc_err_avg <- ssd_hc(fit, - ci = TRUE, nboot = 100, - delta = 100, ci_method = "weighted_arithmetic" + ci = TRUE, nboot = 100, + delta = 100, ci_method = "weighted_arithmetic" )) expect_snapshot_boot_data(hc_err_avg, "hc_err_avg") }) test_that("ssd_hc with 1 bootstrap", { - fit <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") set.seed(10) hc <- ssd_hc(fit, ci = TRUE, nboot = 1, ci_method = "weighted_arithmetic") @@ -468,7 +444,6 @@ test_that("ssd_hc parametric and non-parametric small sample size", { }) test_that("ssd_hc_burrlioz gets estimates with invpareto", { - fit <- ssd_fit_burrlioz(ssddata::ccme_boron) set.seed(47) hc_boron <- ssd_hc(fit, nboot = 10, ci = TRUE, min_pboot = 0, samples = TRUE) @@ -476,7 +451,6 @@ test_that("ssd_hc_burrlioz gets estimates with invpareto", { }) test_that("ssd_hc_burrlioz gets estimates with burrIII3", { - set.seed(99) data <- data.frame(Conc = ssd_rburrIII3(30)) fit <- ssd_fit_burrlioz(data) @@ -487,26 +461,24 @@ test_that("ssd_hc_burrlioz gets estimates with burrIII3", { }) test_that("ssd_hc_burrlioz gets estimates with burrIII3 parametric", { - set.seed(99) data <- data.frame(Conc = ssd_rburrIII3(30)) fit <- ssd_fit_burrlioz(data) expect_identical(names(fit), "burrIII3") set.seed(49) hc_burrIII3 <- ssd_hc(fit, - nboot = 10, ci = TRUE, min_pboot = 0, - parametric = TRUE, samples = TRUE + nboot = 10, ci = TRUE, min_pboot = 0, + parametric = TRUE, samples = TRUE ) expect_snapshot_data(hc_burrIII3, "hc_burrIII3_parametric") }) test_that("ssd_hc passing all boots ccme_chloride lnorm_lnorm", { - fits <- ssd_fit_dists(ssddata::ccme_chloride, - min_pmix = 0.0001, at_boundary_ok = TRUE, - dists = c("lnorm_lnorm", "llogis_llogis") + min_pmix = 0.0001, at_boundary_ok = TRUE, + dists = c("lnorm_lnorm", "llogis_llogis") ) - + set.seed(102) expect_warning(hc <- ssd_hc(fits, ci = TRUE, nboot = 1000, average = FALSE)) expect_s3_class(hc, "tbl_df") @@ -515,98 +487,111 @@ test_that("ssd_hc passing all boots ccme_chloride lnorm_lnorm", { test_that("ssd_hc save_to", { dir <- withr::local_tempdir() - + fits <- ssd_fit_dists(ssddata::ccme_boron, dist = "lnorm") set.seed(102) hc <- ssd_hc(fits, nboot = 3, ci = TRUE, ci_method = "multi_fixed", save_to = dir, samples = TRUE) expect_snapshot_data(hc, "hc_save_to") - expect_identical(list.files(dir), c("data_000000000_multi.csv", "data_000000001_multi.csv", "data_000000002_multi.csv", - "data_000000003_multi.csv", "estimates_000000000_multi.rds", - "estimates_000000001_multi.rds", "estimates_000000002_multi.rds", - "estimates_000000003_multi.rds")) + expect_identical(list.files(dir), c( + "data_000000000_multi.csv", "data_000000001_multi.csv", "data_000000002_multi.csv", + "data_000000003_multi.csv", "estimates_000000000_multi.rds", + "estimates_000000001_multi.rds", "estimates_000000002_multi.rds", + "estimates_000000003_multi.rds" + )) data <- read.csv(file.path(dir, "data_000000000_multi.csv")) expect_snapshot_data(hc, "hc_save_to1data") boot1 <- read.csv(file.path(dir, "data_000000001_multi.csv")) expect_snapshot_data(hc, "hc_save_to1") ests <- readRDS(file.path(dir, "estimates_000000000_multi.rds")) ests1 <- readRDS(file.path(dir, "estimates_000000001_multi.rds")) - + expect_identical(names(ests), names(ests1)) - expect_identical(names(ests), c("burrIII3.weight", "burrIII3.shape1", "burrIII3.shape2", "burrIII3.scale", - "gamma.weight", "gamma.shape", "gamma.scale", "gompertz.weight", - "gompertz.location", "gompertz.shape", "invpareto.weight", "invpareto.shape", - "invpareto.scale", "lgumbel.weight", "lgumbel.locationlog", "lgumbel.scalelog", - "llogis.weight", "llogis.locationlog", "llogis.scalelog", "llogis_llogis.weight", - "llogis_llogis.locationlog1", "llogis_llogis.scalelog1", "llogis_llogis.locationlog2", - "llogis_llogis.scalelog2", "llogis_llogis.pmix", "lnorm.weight", - "lnorm.meanlog", "lnorm.sdlog", "lnorm_lnorm.weight", "lnorm_lnorm.meanlog1", - "lnorm_lnorm.sdlog1", "lnorm_lnorm.meanlog2", "lnorm_lnorm.sdlog2", - "lnorm_lnorm.pmix", "weibull.weight", "weibull.shape", "weibull.scale" + expect_identical(names(ests), c( + "burrIII3.weight", "burrIII3.shape1", "burrIII3.shape2", "burrIII3.scale", + "gamma.weight", "gamma.shape", "gamma.scale", "gompertz.weight", + "gompertz.location", "gompertz.shape", "invpareto.weight", "invpareto.shape", + "invpareto.scale", "lgumbel.weight", "lgumbel.locationlog", "lgumbel.scalelog", + "llogis.weight", "llogis.locationlog", "llogis.scalelog", "llogis_llogis.weight", + "llogis_llogis.locationlog1", "llogis_llogis.scalelog1", "llogis_llogis.locationlog2", + "llogis_llogis.scalelog2", "llogis_llogis.pmix", "lnorm.weight", + "lnorm.meanlog", "lnorm.sdlog", "lnorm_lnorm.weight", "lnorm_lnorm.meanlog1", + "lnorm_lnorm.sdlog1", "lnorm_lnorm.meanlog2", "lnorm_lnorm.sdlog2", + "lnorm_lnorm.pmix", "weibull.weight", "weibull.shape", "weibull.scale" )) }) test_that("ssd_hc save_to ci_method = weighted_samples", { dir <- withr::local_tempdir() - + fits <- ssd_fit_dists(ssddata::ccme_boron, dist = "lnorm") set.seed(102) hc <- ssd_hc(fits, nboot = 3, ci = TRUE, save_to = dir, ci_method = "weighted_arithmetic", samples = TRUE) expect_snapshot_data(hc, "hc_save_to_not_multi") - expect_identical(list.files(dir), c("data_000000000_lnorm.csv", "data_000000001_lnorm.csv", "data_000000002_lnorm.csv", - "data_000000003_lnorm.csv", "estimates_000000000_lnorm.rds", - "estimates_000000001_lnorm.rds", "estimates_000000002_lnorm.rds", - "estimates_000000003_lnorm.rds")) + expect_identical(list.files(dir), c( + "data_000000000_lnorm.csv", "data_000000001_lnorm.csv", "data_000000002_lnorm.csv", + "data_000000003_lnorm.csv", "estimates_000000000_lnorm.rds", + "estimates_000000001_lnorm.rds", "estimates_000000002_lnorm.rds", + "estimates_000000003_lnorm.rds" + )) data1 <- read.csv(file.path(dir, "data_000000001_lnorm.csv")) expect_snapshot_data(hc, "hc_save_to1_not_multi") }) test_that("ssd_hc save_to ci_method = weighted_samples default", { dir <- withr::local_tempdir() - + fits <- ssd_fit_dists(ssddata::ccme_boron) set.seed(102) hc <- ssd_hc(fits, nboot = 1, ci = TRUE, save_to = dir, ci_method = "weighted_arithmetic", multi_est = FALSE, samples = TRUE) expect_snapshot_data(hc, "hc_save_to_not_multi_default") - expect_identical(sort(list.files(dir)), - sort(c("data_000000000_gamma.csv", "data_000000000_lgumbel.csv", "data_000000000_llogis.csv", - "data_000000000_lnorm_lnorm.csv", "data_000000000_lnorm.csv", - "data_000000000_weibull.csv", "data_000000001_gamma.csv", "data_000000001_lgumbel.csv", - "data_000000001_llogis.csv", "data_000000001_lnorm_lnorm.csv", - "data_000000001_lnorm.csv", "data_000000001_weibull.csv", "estimates_000000000_gamma.rds", - "estimates_000000000_lgumbel.rds", "estimates_000000000_llogis.rds", - "estimates_000000000_lnorm_lnorm.rds", "estimates_000000000_lnorm.rds", - "estimates_000000000_weibull.rds", "estimates_000000001_gamma.rds", - "estimates_000000001_lgumbel.rds", "estimates_000000001_llogis.rds", - "estimates_000000001_lnorm_lnorm.rds", "estimates_000000001_lnorm.rds", - "estimates_000000001_weibull.rds"))) + expect_identical( + sort(list.files(dir)), + sort(c( + "data_000000000_gamma.csv", "data_000000000_lgumbel.csv", "data_000000000_llogis.csv", + "data_000000000_lnorm_lnorm.csv", "data_000000000_lnorm.csv", + "data_000000000_weibull.csv", "data_000000001_gamma.csv", "data_000000001_lgumbel.csv", + "data_000000001_llogis.csv", "data_000000001_lnorm_lnorm.csv", + "data_000000001_lnorm.csv", "data_000000001_weibull.csv", "estimates_000000000_gamma.rds", + "estimates_000000000_lgumbel.rds", "estimates_000000000_llogis.rds", + "estimates_000000000_lnorm_lnorm.rds", "estimates_000000000_lnorm.rds", + "estimates_000000000_weibull.rds", "estimates_000000001_gamma.rds", + "estimates_000000001_lgumbel.rds", "estimates_000000001_llogis.rds", + "estimates_000000001_lnorm_lnorm.rds", "estimates_000000001_lnorm.rds", + "estimates_000000001_weibull.rds" + )) + ) boot1 <- read.csv(file.path(dir, "data_000000001_lnorm.csv")) expect_snapshot_data(hc, "hc_save_to1_not_multi_default") }) test_that("ssd_hc save_to rescale", { dir <- withr::local_tempdir() - + fits <- ssd_fit_dists(ssddata::ccme_boron, dist = "lnorm", rescale = TRUE) set.seed(102) hc <- ssd_hc(fits, nboot = 3, ci = TRUE, ci_method = "multi_fixed", save_to = dir, samples = TRUE) expect_snapshot_data(hc, "hc_save_to_rescale") - expect_identical(list.files(dir), c("data_000000000_multi.csv", "data_000000001_multi.csv", "data_000000002_multi.csv", - "data_000000003_multi.csv", "estimates_000000000_multi.rds", - "estimates_000000001_multi.rds", "estimates_000000002_multi.rds", - "estimates_000000003_multi.rds")) + expect_identical(list.files(dir), c( + "data_000000000_multi.csv", "data_000000001_multi.csv", "data_000000002_multi.csv", + "data_000000003_multi.csv", "estimates_000000000_multi.rds", + "estimates_000000001_multi.rds", "estimates_000000002_multi.rds", + "estimates_000000003_multi.rds" + )) boot1 <- read.csv(file.path(dir, "data_000000001_multi.csv")) expect_snapshot_data(hc, "hc_save_to1_rescale") }) test_that("ssd_hc save_to lnorm 1", { dir <- withr::local_tempdir() - + fits <- ssd_fit_dists(ssddata::ccme_boron, dist = "lnorm") set.seed(102) hc <- ssd_hc(fits, nboot = 1, ci = TRUE, ci_method = "multi_fixed", save_to = dir, samples = TRUE) expect_snapshot_data(hc, "hc_save_to11") - expect_identical(list.files(dir), c("data_000000000_multi.csv", "data_000000001_multi.csv", "estimates_000000000_multi.rds", - "estimates_000000001_multi.rds")) + expect_identical(list.files(dir), c( + "data_000000000_multi.csv", "data_000000001_multi.csv", "estimates_000000000_multi.rds", + "estimates_000000001_multi.rds" + )) boot1 <- read.csv(file.path(dir, "data_000000001_multi.csv")) fit1 <- ssd_fit_dists(boot1, dist = "lnorm", left = "left", right = "right", weight = "weight") est <- ssd_hc(fit1)$est @@ -616,16 +601,20 @@ test_that("ssd_hc save_to lnorm 1", { test_that("ssd_hc save_to replaces", { dir <- withr::local_tempdir() - + fits <- ssd_fit_dists(ssddata::ccme_boron, dist = "lnorm") set.seed(102) hc <- ssd_hc(fits, nboot = 1, ci = TRUE, ci_method = "multi_fixed", save_to = dir) - expect_identical(list.files(dir), c("data_000000000_multi.csv", "data_000000001_multi.csv", "estimates_000000000_multi.rds", - "estimates_000000001_multi.rds")) + expect_identical(list.files(dir), c( + "data_000000000_multi.csv", "data_000000001_multi.csv", "estimates_000000000_multi.rds", + "estimates_000000001_multi.rds" + )) boot <- read.csv(file.path(dir, "data_000000001_multi.csv")) hc2 <- ssd_hc(fits, nboot = 1, ci = TRUE, ci_method = "multi_fixed", save_to = dir) - expect_identical(list.files(dir), c("data_000000000_multi.csv", "data_000000001_multi.csv", "estimates_000000000_multi.rds", - "estimates_000000001_multi.rds")) + expect_identical(list.files(dir), c( + "data_000000000_multi.csv", "data_000000001_multi.csv", "estimates_000000000_multi.rds", + "estimates_000000001_multi.rds" + )) boot2 <- read.csv(file.path(dir, "data_000000001_multi.csv")) expect_snapshot_data(boot, "hc_boot1_replace") expect_snapshot_data(boot2, "hc_boot2_replace") @@ -633,11 +622,11 @@ test_that("ssd_hc save_to replaces", { test_that("ssd_hc fix_weight", { fits <- ssd_fit_dists(ssddata::ccme_boron, dist = c("lnorm", "lgumbel")) - + set.seed(102) hc_unfix <- ssd_hc(fits, nboot = 100, ci = TRUE, ci_method = "multi_free", samples = TRUE) expect_snapshot_data(hc_unfix, "hc_unfix") - + set.seed(102) hc_fix <- ssd_hc(fits, nboot = 100, ci = TRUE, ci_method = "multi_fixed", samples = TRUE) expect_snapshot_data(hc_fix, "hc_fix") @@ -645,11 +634,11 @@ test_that("ssd_hc fix_weight", { test_that("ssd_hc multiple values", { fits <- ssd_fit_dists(ssddata::ccme_boron, dist = c("lnorm", "lgumbel")) - + set.seed(102) hc_unfix <- ssd_hc(fits, proportion = c(5, 10) / 100, nboot = 100, ci = TRUE, ci_method = "multi_free", samples = TRUE) expect_snapshot_data(hc_unfix, "hc_unfixmulti") - + set.seed(102) hc_fix <- ssd_hc(fits, proportion = c(5, 10) / 100, nboot = 100, ci = TRUE, ci_method = "multi_fixed", samples = TRUE) expect_snapshot_data(hc_fix, "hc_fixmulti") @@ -657,28 +646,31 @@ test_that("ssd_hc multiple values", { test_that("ssd_hc multiple values save_to", { dir <- withr::local_tempdir() - + fits <- ssd_fit_dists(ssddata::ccme_boron, dist = c("lnorm", "lgumbel")) - + set.seed(102) hc <- ssd_hc(fits, proportion = c(5, 10) / 100, nboot = 2, save_to = dir, ci = TRUE, ci_method = "multi_fixed") - expect_identical(list.files(dir), c("data_000000000_multi.csv", "data_000000001_multi.csv", "data_000000002_multi.csv", - "estimates_000000000_multi.rds", "estimates_000000001_multi.rds", - "estimates_000000002_multi.rds")) + expect_identical(list.files(dir), c( + "data_000000000_multi.csv", "data_000000001_multi.csv", "data_000000002_multi.csv", + "estimates_000000000_multi.rds", "estimates_000000001_multi.rds", + "estimates_000000002_multi.rds" + )) }) test_that("ssd_hc not multi_ci save_to", { dir <- withr::local_tempdir() - + fits <- ssd_fit_dists(ssddata::ccme_boron, dist = c("lnorm", "lgumbel")) - + set.seed(102) hc <- ssd_hc(fits, nboot = 2, ci_method = "weighted_arithmetic", save_to = dir, ci = TRUE) - expect_identical(list.files(dir), c("data_000000000_lgumbel.csv", "data_000000000_lnorm.csv", "data_000000001_lgumbel.csv", - "data_000000001_lnorm.csv", "data_000000002_lgumbel.csv", "data_000000002_lnorm.csv", - "estimates_000000000_lgumbel.rds", "estimates_000000000_lnorm.rds", - "estimates_000000001_lgumbel.rds", "estimates_000000001_lnorm.rds", - "estimates_000000002_lgumbel.rds", "estimates_000000002_lnorm.rds" + expect_identical(list.files(dir), c( + "data_000000000_lgumbel.csv", "data_000000000_lnorm.csv", "data_000000001_lgumbel.csv", + "data_000000001_lnorm.csv", "data_000000002_lgumbel.csv", "data_000000002_lnorm.csv", + "estimates_000000000_lgumbel.rds", "estimates_000000000_lnorm.rds", + "estimates_000000001_lgumbel.rds", "estimates_000000001_lnorm.rds", + "estimates_000000002_lgumbel.rds", "estimates_000000002_lnorm.rds" )) }) @@ -711,7 +703,7 @@ test_that("hc multis match", { hc_ff <- ssd_hc(fits, ci = TRUE, nboot = 10, average = TRUE, multi_est = FALSE, ci_method = "weighted_samples") set.seed(102) hc_tt <- ssd_hc(fits, ci = TRUE, nboot = 10, average = TRUE, multi_est = TRUE, ci_method = "multi_fixed") - + expect_identical(hc_tf$est, hc_tt$est) expect_identical(hc_ft$est, hc_ff$est) expect_identical(hc_ft$se, hc_tt$se) @@ -721,33 +713,33 @@ test_that("hc multis match", { test_that("hc weighted bootie", { fits <- ssd_fit_dists(ssddata::ccme_boron) set.seed(102) - hc_weighted2 <- ssd_hc(fits, ci = TRUE, nboot = 10, average = TRUE, multi_est = FALSE, ci_method = "weighted_samples", - samples = TRUE) + hc_weighted2 <- ssd_hc(fits, + ci = TRUE, nboot = 10, average = TRUE, multi_est = FALSE, ci_method = "weighted_samples", + samples = TRUE + ) set.seed(102) hc_unweighted2 <- ssd_hc(fits, ci = TRUE, nboot = 10, average = TRUE, multi_est = FALSE, ci_method = "weighted_arithmetic", samples = TRUE) - + expect_identical(hc_weighted2$est, hc_unweighted2$est) expect_identical(length(hc_weighted2$samples[[1]]), 11L) expect_identical(length(hc_unweighted2$samples[[1]]), 60L) - + expect_snapshot_boot_data(hc_weighted2, "hc_weighted2") expect_snapshot_boot_data(hc_unweighted2, "hc_unweighted2") }) test_that("hc percent deprecated", { - fits <- ssd_fit_dists(ssddata::ccme_boron) lifecycle::expect_deprecated(hc <- ssd_hc(fits, percent = 10)) hc2 <- ssd_hc(fits, proportion = 0.1) expect_identical(hc2, hc) - + lifecycle::expect_deprecated(hc <- ssd_hc(fits, percent = c(5, 10))) hc2 <- ssd_hc(fits, proportion = c(0.05, 0.1)) expect_identical(hc2, hc) }) test_that("hc proportion multiple decimal places", { - fits <- ssd_fit_dists(ssddata::ccme_boron) hc2 <- ssd_hc(fits, proportion = 0.111111) expect_identical(hc2$proportion, 0.111111) diff --git a/tests/testthat/test-hcp-root.R b/tests/testthat/test-hcp-root.R index 100e4ddc..ad9263fd 100644 --- a/tests/testthat/test-hcp-root.R +++ b/tests/testthat/test-hcp-root.R @@ -1,4 +1,4 @@ -# Copyright 2023 Australian Government Department of +# Copyright 2023 Australian Government Department of # Climate Change, Energy, the Environment and Water # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -17,11 +17,11 @@ test_that("hp is hc conc = 1 ci_method = 'multi_fixed'", { fits <- ssd_fit_dists(ssddata::ccme_boron) conc <- 1 hp_multi <- ssd_hp(fits, conc = conc, average = TRUE, ci_method = "multi_fixed") - hc_multi <- ssd_hc(fits, proportion = hp_multi$est/100, average = TRUE, ci_method = "multi_fixed") + hc_multi <- ssd_hc(fits, proportion = hp_multi$est / 100, average = TRUE, ci_method = "multi_fixed") expect_equal(hc_multi$est, 1) - for(i in 1:10) { + for (i in 1:10) { hp_multi <- ssd_hp(fits, conc = hc_multi$est, average = TRUE, ci_method = "multi_fixed") - hc_multi <- ssd_hc(fits, proportion = hp_multi$est/100, average = TRUE, ci_method = "multi_fixed") + hc_multi <- ssd_hc(fits, proportion = hp_multi$est / 100, average = TRUE, ci_method = "multi_fixed") } expect_equal(hc_multi$est, 1) }) @@ -30,11 +30,11 @@ test_that("hp is hc conc = 10 ci_method = 'multi_fixed'", { fits <- ssd_fit_dists(ssddata::ccme_boron) conc <- 10 hp_multi <- ssd_hp(fits, conc = conc, average = TRUE, ci_method = "multi_fixed") - hc_multi <- ssd_hc(fits, proportion = hp_multi$est/100, average = TRUE, ci_method = "multi_fixed") + hc_multi <- ssd_hc(fits, proportion = hp_multi$est / 100, average = TRUE, ci_method = "multi_fixed") expect_equal(hc_multi$est, 10.00000012176) - for(i in 1:10) { + for (i in 1:10) { hp_multi <- ssd_hp(fits, conc = hc_multi$est, average = TRUE, ci_method = "multi_fixed") - hc_multi <- ssd_hc(fits, proportion = hp_multi$est/100, average = TRUE, ci_method = "multi_fixed") + hc_multi <- ssd_hc(fits, proportion = hp_multi$est / 100, average = TRUE, ci_method = "multi_fixed") } expect_equal(hc_multi$est, 10) }) diff --git a/tests/testthat/test-hp-burrlioz.R b/tests/testthat/test-hp-burrlioz.R index 6ea639d0..f726f86d 100644 --- a/tests/testthat/test-hp-burrlioz.R +++ b/tests/testthat/test-hp-burrlioz.R @@ -42,7 +42,7 @@ test_that("ssd_hp_burrlioz currently errors!", { fit <- ssd_fit_burrlioz(data) expect_identical(names(fit), "burrIII3") set.seed(47) - #FIXME: currently errors! + # FIXME: currently errors! expect_error(hp_burrIII3 <- ssd_hp(fit, nboot = 10, ci = TRUE, min_pboot = 0)) }) @@ -53,8 +53,8 @@ test_that("ssd_hp_burrlioz gets estimates with burrIII3 parametric", { expect_identical(names(fit), "burrIII3") set.seed(49) hp_burrIII3 <- ssd_hp(fit, - nboot = 10, ci = TRUE, min_pboot = 0, - parametric = TRUE, samples = TRUE + nboot = 10, ci = TRUE, min_pboot = 0, + parametric = TRUE, samples = TRUE ) expect_snapshot_data(hp_burrIII3, "hp_burrIII3_parametric") }) diff --git a/tests/testthat/test-hp-root.R b/tests/testthat/test-hp-root.R index 23517e9f..ecc9db17 100644 --- a/tests/testthat/test-hp-root.R +++ b/tests/testthat/test-hp-root.R @@ -1,4 +1,4 @@ -# Copyright 2023 Australian Government Department of +# Copyright 2023 Australian Government Department of # Climate Change, Energy, the Environment and Water # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -14,7 +14,6 @@ # limitations under the License. test_that("hp multi_ci lnorm", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") set.seed(102) hp_dist <- ssd_hp(fits, average = FALSE, ci_method = "weighted_arithmetic") @@ -24,7 +23,7 @@ test_that("hp multi_ci lnorm", { expect_equal(hp_multi, hp_average) expect_equal(hp_average$est, 1.9543030195088, tolerance = 1e-5) expect_equal(hp_multi$est, 1.95430301950878, tolerance = 1e-5) - + testthat::expect_snapshot({ hp_multi }) @@ -51,15 +50,15 @@ test_that("hp multi_ci lnorm ci", { hp_average <- ssd_hp(fits, average = TRUE, ci = TRUE, nboot = 100, ci_method = "weighted_arithmetic", multi_est = TRUE) set.seed(102) hp_multi <- ssd_hp(fits, average = TRUE, ci_method = "multi_fixed", ci = TRUE, nboot = 100) - + testthat::expect_snapshot({ hp_average }) - + testthat::expect_snapshot({ hp_multi }) - + hp_dist$dist <- NULL hp_average$dist <- NULL expect_equal(hp_dist, hp_average) diff --git a/tests/testthat/test-hp.R b/tests/testthat/test-hp.R index 3a44a2db..c26c45b2 100644 --- a/tests/testthat/test-hp.R +++ b/tests/testthat/test-hp.R @@ -13,7 +13,6 @@ # limitations under the License. test_that("hp", { - fits <- ssd_fit_dists(ssddata::ccme_boron) set.seed(102) @@ -23,7 +22,6 @@ test_that("hp", { }) test_that("hp fitdists works with zero length conc", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") hp <- ssd_hp(fits, numeric(0)) @@ -37,7 +35,6 @@ test_that("hp fitdists works with zero length conc", { }) test_that("hp fitdist works with missing conc", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") hp <- ssd_hp(fits, NA_real_) @@ -46,7 +43,6 @@ test_that("hp fitdist works with missing conc", { }) test_that("hp fitdist works with 0 conc", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") hp <- ssd_hp(fits, 0) @@ -55,7 +51,6 @@ test_that("hp fitdist works with 0 conc", { }) test_that("hp fitdist works with negative conc", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") hp <- ssd_hp(fits, -1) @@ -64,7 +59,6 @@ test_that("hp fitdist works with negative conc", { }) test_that("hp fitdist works with -Inf conc", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") hp <- ssd_hp(fits, -Inf) @@ -73,7 +67,6 @@ test_that("hp fitdist works with -Inf conc", { }) test_that("hp fitdist works with Inf conc", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") hp <- ssd_hp(fits, Inf) @@ -82,7 +75,6 @@ test_that("hp fitdist works with Inf conc", { }) test_that("hp fitdists works reasonable conc", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") hp <- ssd_hp(fits, 1) @@ -91,7 +83,6 @@ test_that("hp fitdists works reasonable conc", { }) test_that("hp fitdists works with multiple concs", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") hp <- ssd_hp(fits, c(2.5, 1), ci_method = "multi_fixed") @@ -100,7 +91,6 @@ test_that("hp fitdists works with multiple concs", { }) test_that("hp fitdists works with cis", { - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") set.seed(10) @@ -110,7 +100,6 @@ test_that("hp fitdists works with cis", { }) test_that("hp fitdists works with multiple dists", { - fits <- ssd_fit_dists(ssddata::ccme_boron) hp <- ssd_hp(fits, 1) @@ -119,7 +108,6 @@ test_that("hp fitdists works with multiple dists", { }) test_that("hp fitdists works not average multiple dists", { - fits <- ssd_fit_dists(ssddata::ccme_boron) hp <- ssd_hp(fits, 1, average = FALSE) @@ -131,13 +119,13 @@ test_that("hp fitdists gives different answer with model averaging as hc not sam data <- ssddata::aims_molybdenum_marine fits_lgumbel <- ssd_fit_dists(data, dists = "lgumbel") - expect_equal(ssd_hp(fits_lgumbel, ssd_hc(fits_lgumbel, proportion = 5/100)$est)$est, 5) + expect_equal(ssd_hp(fits_lgumbel, ssd_hc(fits_lgumbel, proportion = 5 / 100)$est)$est, 5) fits_lnorm_lnorm <- ssd_fit_dists(data, dists = "lnorm_lnorm") - expect_equal(ssd_hp(fits_lnorm_lnorm, ssd_hc(fits_lnorm_lnorm, proportion = 5/100)$est)$est, 5) + expect_equal(ssd_hp(fits_lnorm_lnorm, ssd_hc(fits_lnorm_lnorm, proportion = 5 / 100)$est)$est, 5) fits_both <- ssd_fit_dists(data, dists = c("lgumbel", "lnorm_lnorm"), min_pmix = 0) - expect_equal(ssd_hp(fits_both, ssd_hc(fits_both, proportion = 5/100, ci_method = "weighted_arithmetic", multi_est = FALSE)$est)$est, 4.59185244765045) + expect_equal(ssd_hp(fits_both, ssd_hc(fits_both, proportion = 5 / 100, ci_method = "weighted_arithmetic", multi_est = FALSE)$est)$est, 4.59185244765045) }) test_that("ssd_hp fitdists correct for rescaling", { @@ -149,7 +137,6 @@ test_that("ssd_hp fitdists correct for rescaling", { }) test_that("hp fitdists with no fitdists", { - x <- list() class(x) <- c("fitdists") hp <- ssd_hp(x, 1) @@ -177,7 +164,6 @@ test_that("ssd_hp doesn't calculate cis with inconsistent censoring", { }) test_that("ssd_hp same with equally weighted data", { - data <- ssddata::ccme_boron data$Weight <- rep(1, nrow(data)) fits <- ssd_fit_dists(data, weight = "Weight", dists = "lnorm") @@ -227,7 +213,6 @@ test_that("ssd_hp calculates cis in parallel with two distributions", { }) test_that("ssd_hp doesn't calculate cis with unequally weighted data", { - data <- ssddata::ccme_boron data$Weight <- rep(1, nrow(data)) data$Weight[1] <- 2 @@ -240,7 +225,6 @@ test_that("ssd_hp doesn't calculate cis with unequally weighted data", { }) test_that("ssd_hp no effect with higher weight one distribution", { - data <- ssddata::ccme_boron data$Weight <- rep(1, nrow(data)) fits <- ssd_fit_dists(data, weight = "Weight", dists = "lnorm") @@ -270,7 +254,6 @@ test_that("ssd_hp effect with higher weight two distributions", { }) test_that("ssd_hp cis with non-convergence", { - set.seed(99) conc <- ssd_rlnorm_lnorm(100, meanlog1 = 0, meanlog2 = 1, sdlog1 = 1 / 10, sdlog2 = 1 / 10, pmix = 0.2) data <- data.frame(Conc = conc) @@ -285,7 +268,6 @@ test_that("ssd_hp cis with non-convergence", { }) test_that("ssd_hp cis with error and multiple dists", { - set.seed(99) conc <- ssd_rlnorm_lnorm(30, meanlog1 = 0, meanlog2 = 1, sdlog1 = 1 / 10, sdlog2 = 1 / 10, pmix = 0.2) data <- data.frame(Conc = conc) @@ -306,7 +288,6 @@ test_that("ssd_hp cis with error and multiple dists", { }) test_that("ssd_hp with 1 bootstrap", { - fit <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") set.seed(10) hp <- ssd_hp(fit, 1, ci = TRUE, nboot = 1, ci_method = "weighted_arithmetic", samples = TRUE) @@ -315,11 +296,11 @@ test_that("ssd_hp with 1 bootstrap", { test_that("ssd_hp fix_weight", { fits <- ssd_fit_dists(ssddata::ccme_boron, dist = c("lnorm", "lgumbel")) - + set.seed(102) hc_unfix <- ssd_hp(fits, nboot = 100, ci = TRUE, ci_method = "multi_free", samples = TRUE) expect_snapshot_data(hc_unfix, "hc_unfix") - + set.seed(102) hc_fix <- ssd_hp(fits, nboot = 100, ci = TRUE, ci_method = "multi_fixed", samples = TRUE) expect_snapshot_data(hc_fix, "hc_fix") @@ -335,7 +316,7 @@ test_that("hp multis match", { hp_ff <- ssd_hp(fits, ci = TRUE, nboot = 10, average = TRUE, multi_est = FALSE, ci_method = "weighted_samples") set.seed(102) hp_tt <- ssd_hp(fits, ci = TRUE, nboot = 10, average = TRUE, multi_est = TRUE, ci_method = "multi_fixed") - + expect_identical(hp_tf$est, hp_tt$est) expect_identical(hp_ft$est, hp_ff$est) expect_identical(hp_ft$se, hp_tt$se) @@ -345,15 +326,17 @@ test_that("hp multis match", { test_that("hp weighted bootie", { fits <- ssd_fit_dists(ssddata::ccme_boron) set.seed(102) - hp_weighted2 <- ssd_hp(fits, ci = TRUE, nboot = 10, average = TRUE, multi_est = FALSE, ci_method = "weighted_samples", - samples = TRUE) + hp_weighted2 <- ssd_hp(fits, + ci = TRUE, nboot = 10, average = TRUE, multi_est = FALSE, ci_method = "weighted_samples", + samples = TRUE + ) set.seed(102) hp_unweighted2 <- ssd_hp(fits, ci = TRUE, nboot = 10, average = TRUE, multi_est = FALSE, ci_method = "weighted_arithmetic", samples = TRUE) - + expect_identical(hp_weighted2$est, hp_unweighted2$est) expect_identical(length(hp_weighted2$samples[[1]]), 11L) expect_identical(length(hp_unweighted2$samples[[1]]), 60L) - + expect_snapshot_boot_data(hp_weighted2, "hp_weighted2") expect_snapshot_boot_data(hp_unweighted2, "hp_unweighted2") }) diff --git a/tests/testthat/test-invpareto.R b/tests/testthat/test-invpareto.R index 0f7e5568..a23a5637 100644 --- a/tests/testthat/test-invpareto.R +++ b/tests/testthat/test-invpareto.R @@ -45,7 +45,8 @@ test_that("invpareto initial shape is MLEs", { fit <- ssd_fit_dists(data, dists = "invpareto") expect_equal( estimates(fit), - list(invpareto.weight = 1, invpareto.scale = 1.03299515712949, invpareto.shape = 4.14668077241)) + list(invpareto.weight = 1, invpareto.scale = 1.03299515712949, invpareto.shape = 4.14668077241) + ) }) test_that("invpareto unbiased scale estimator small n", { @@ -119,5 +120,6 @@ test_that("invpareto with extreme data", { fit99r <- ssd_fit_dists(data, dists = "invpareto", rescale = TRUE) expect_equal( estimates(fit99r), - list(invpareto.weight = 1, invpareto.scale = 1.03020756694085, invpareto.shape = 26.0278618888664)) + list(invpareto.weight = 1, invpareto.scale = 1.03020756694085, invpareto.shape = 26.0278618888664) + ) }) diff --git a/tests/testthat/test-lnorm-lnorm.R b/tests/testthat/test-lnorm-lnorm.R index 5f1359d1..686a450e 100644 --- a/tests/testthat/test-lnorm-lnorm.R +++ b/tests/testthat/test-lnorm-lnorm.R @@ -44,14 +44,14 @@ test_that("ssd_rlnorm_lnorm allows reversed distributions", { test_that("lnorm_lnorm positive q with extreme distribution", { expect_equal(qlnorm_lnorm_ssd(0.05, - meanlog1 = -10.39362, sdlog1 = 0.399835, - meanlog2 = -4.76721, sdlog2 = 2.583824, pmix = 0.1308133 + meanlog1 = -10.39362, sdlog1 = 0.399835, + meanlog2 = -4.76721, sdlog2 = 2.583824, pmix = 0.1308133 ), 2.49076867209839e-05) }) test_that("lnorm_lnorm positive q with extreme large distribution", { expect_equal(qlnorm_lnorm_ssd(0.99, - meanlog1 = -4.76721, sdlog1 = 0.399835, - meanlog2 = 100.39362, sdlog2 = 2.583824, pmix = 0.1308133 + meanlog1 = -4.76721, sdlog1 = 0.399835, + meanlog2 = 100.39362, sdlog2 = 2.583824, pmix = 0.1308133 ), 1.41684268426224e+46) }) diff --git a/tests/testthat/test-multi.R b/tests/testthat/test-multi.R index 4cd1e51c..0deeb14b 100644 --- a/tests/testthat/test-multi.R +++ b/tests/testthat/test-multi.R @@ -1,4 +1,4 @@ -# Copyright 2023 Australian Government Department of +# Copyright 2023 Australian Government Department of # Climate Change, Energy, the Environment and Water # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -19,12 +19,16 @@ test_that("multi", { expect_equal(ssd_qmulti(0.75), 1.96303108415826) set.seed(42) expect_equal(ssd_rmulti(2), c(3.93912428813385, 4.62130564767823)) - - expect_equal(ssd_qmulti(ssd_pmulti(c(0, 0.1, 0.5, 0.9, 0.99))), - c(0, 0.1, 0.5, 0.9, 0.99), tolerance = 1e-5) - - expect_equal(ssd_pmulti(ssd_qmulti(c(0, 0.1, 0.5, 0.9, 0.99))), - c(0, 0.1, 0.5, 0.9, 0.99), tolerance = 1e-6) + + expect_equal(ssd_qmulti(ssd_pmulti(c(0, 0.1, 0.5, 0.9, 0.99))), + c(0, 0.1, 0.5, 0.9, 0.99), + tolerance = 1e-5 + ) + + expect_equal(ssd_pmulti(ssd_qmulti(c(0, 0.1, 0.5, 0.9, 0.99))), + c(0, 0.1, 0.5, 0.9, 0.99), + tolerance = 1e-6 + ) }) test_that("ssd_pmulti", { @@ -37,11 +41,11 @@ test_that("ssd_pmulti", { pone <- 0.0389879276872944 expect_equal(.ssd_pmulti_fitdists(1, fit), pone, tolerance = 1e-6) expect_equal(.ssd_pmulti_fitdists(10000, fit), 0.999954703139271, tolerance = 1e-6) - expect_equal(.ssd_pmulti_fitdists(c(1,2), fit), c(pone, 0.0830184001863268), tolerance = 1e-6) - expect_equal(.ssd_pmulti_fitdists(c(1,NA), fit), c(pone, NA), tolerance = 1e-6) - expect_equal(.ssd_pmulti_fitdists(1, fit, lower.tail = FALSE), 1-pone, tolerance = 1e-6) + expect_equal(.ssd_pmulti_fitdists(c(1, 2), fit), c(pone, 0.0830184001863268), tolerance = 1e-6) + expect_equal(.ssd_pmulti_fitdists(c(1, NA), fit), c(pone, NA), tolerance = 1e-6) + expect_equal(.ssd_pmulti_fitdists(1, fit, lower.tail = FALSE), 1 - pone, tolerance = 1e-6) expect_equal(.ssd_pmulti_fitdists(1, fit, log.p = TRUE), log(pone), tolerance = 1e-6) - expect_equal(.ssd_pmulti_fitdists(1, fit, lower.tail = FALSE, log.p = TRUE), log(1-pone), tolerance = 1e-6) + expect_equal(.ssd_pmulti_fitdists(1, fit, lower.tail = FALSE, log.p = TRUE), log(1 - pone), tolerance = 1e-6) }) test_that("ssd_pmulti weights", { @@ -118,18 +122,20 @@ test_that("ssd_rmulti", { test_that("ssd_rmulti all", { set.seed(99) - n100 <- ssd_rmulti(n = 100, - burrIII3.weight = 1/10, - gamma.weight = 1/10, - gompertz.weight = 1/10, - invpareto.weight = 1/10, - lgumbel.weight = 1/10, - llogis.weight = 1/10, - llogis_llogis.weight = 1/10, - lnorm.weight = 1/10, - lnorm_lnorm.weight = 1/10, - weibull.weight = 1/10) - + n100 <- ssd_rmulti( + n = 100, + burrIII3.weight = 1 / 10, + gamma.weight = 1 / 10, + gompertz.weight = 1 / 10, + invpareto.weight = 1 / 10, + lgumbel.weight = 1 / 10, + llogis.weight = 1 / 10, + llogis_llogis.weight = 1 / 10, + lnorm.weight = 1 / 10, + lnorm_lnorm.weight = 1 / 10, + weibull.weight = 1 / 10 + ) + expect_identical(length(n100), 100L) expect_equal(min(n100), 0.00207737078515415) expect_equal(max(n100), 1.58073733537801) @@ -137,7 +143,7 @@ test_that("ssd_rmulti all", { }) test_that("ssd_emulti", { - estimates <- ssd_emulti() + estimates <- ssd_emulti() expect_snapshot(estimates) args <- estimates args$q <- 1 diff --git a/tests/testthat/test-plot-data.R b/tests/testthat/test-plot-data.R index db672b9a..92a183d3 100644 --- a/tests/testthat/test-plot-data.R +++ b/tests/testthat/test-plot-data.R @@ -17,6 +17,8 @@ test_that("ssd_plot_data ccme_boron", { }) test_that("ssd_plot_data ccme_boron color", { - expect_snapshot_plot(ssd_plot_data(ssddata::ccme_boron, color = "Group", label = "Species", trans = "identity", - shift_x = 1, add_x = 10), "ccme_boron2") + expect_snapshot_plot(ssd_plot_data(ssddata::ccme_boron, + color = "Group", label = "Species", trans = "identity", + shift_x = 1, add_x = 10 + ), "ccme_boron2") }) diff --git a/tests/testthat/test-predict.R b/tests/testthat/test-predict.R index 431d8bd0..79052c9d 100644 --- a/tests/testthat/test-predict.R +++ b/tests/testthat/test-predict.R @@ -13,20 +13,16 @@ # limitations under the License. test_that("predict", { - - fits <- ssd_fit_dists(ssddata::ccme_boron) - + pred <- predict(fits, ci_method = "weighted_samples", multi_est = FALSE) expect_s3_class(pred, "tbl") expect_snapshot_data(pred, "pred_dists") }) test_that("predict cis", { - - fits <- ssd_fit_dists(ssddata::ccme_boron) - + set.seed(10) pred <- predict(fits, ci = TRUE, nboot = 10L, ci_method = "weighted_arithmetic", multi_est = FALSE) expect_s3_class(pred, "tbl") @@ -34,23 +30,21 @@ test_that("predict cis", { }) test_that("predict not average", { - fits <- ssd_fit_dists(ssddata::ccme_boron) - + expect_true(is.fitdists(fits)) - + pred <- predict(fits, average = FALSE, ci_method = "weighted_samples") expect_s3_class(pred, "tbl") expect_snapshot_data(pred, "pred_notaverage") }) test_that("predict cis fitburrlioz", { - fits <- ssd_fit_burrlioz(ssddata::ccme_boron) - + expect_true(is.fitdists(fits)) set.seed(10) - + pred <- predict(fits, ci = TRUE, nboot = 10L) expect_s3_class(pred, "tbl") expect_snapshot_data(pred, "pred_cis_burrlioz") @@ -58,25 +52,26 @@ test_that("predict cis fitburrlioz", { test_that("predict matches ssd_hc with and without average", { - data <- ssddata::ccme_glyphosate - + use_dists <- c("lnorm", "llogis", "lgumbel", "weibull", "gamma", "lnorm_lnorm") - - fit <- ssd_fit_dists(data = data, - left = 'Conc', dists = use_dists, - silent = TRUE, reweight = FALSE, min_pmix = 0, - computable = TRUE, at_boundary_ok = FALSE, rescale = FALSE) - + + fit <- ssd_fit_dists( + data = data, + left = "Conc", dists = use_dists, + silent = TRUE, reweight = FALSE, min_pmix = 0, + computable = TRUE, at_boundary_ok = FALSE, rescale = FALSE + ) + ave5 <- ssd_hc(fit, multi_est = FALSE) multi5 <- ssd_hc(fit, multi_est = TRUE) - + expect_snapshot_data(ave5, "ave5") expect_snapshot_data(multi5, "multi5") - + pred_multi <- predict(fit, ci = FALSE, multi_est = TRUE) pred_ave <- predict(fit, ci = FALSE, multi_est = FALSE) - - expect_identical(pred_ave[pred_ave$proportion == 0.05,]$est, ave5$est) - expect_identical(pred_multi[pred_ave$proportion == 0.05,]$est, multi5$est) + + expect_identical(pred_ave[pred_ave$proportion == 0.05, ]$est, ave5$est) + expect_identical(pred_multi[pred_ave$proportion == 0.05, ]$est, multi5$est) }) diff --git a/tests/testthat/test-ssd-min-pmix.R b/tests/testthat/test-ssd-min-pmix.R index db1758e5..4ffcee7b 100644 --- a/tests/testthat/test-ssd-min-pmix.R +++ b/tests/testthat/test-ssd-min-pmix.R @@ -5,7 +5,7 @@ test_that("ssd_min_pmix", { chk::expect_chk_error(ssd_min_pmix(10.5)) expect_identical(ssd_min_pmix(1), 0.5) expect_identical(ssd_min_pmix(2L), 0.5) - expect_identical(ssd_min_pmix(9), 1/3) + expect_identical(ssd_min_pmix(9), 1 / 3) expect_identical(ssd_min_pmix(10), 0.3) expect_identical(ssd_min_pmix(15), 0.2) expect_identical(ssd_min_pmix(20), 0.15) diff --git a/tests/testthat/test-weighted.R b/tests/testthat/test-weighted.R index 66cd3ae3..88e66fc6 100644 --- a/tests/testthat/test-weighted.R +++ b/tests/testthat/test-weighted.R @@ -1,65 +1,70 @@ test_that("weighted errors", { data <- ssddata::ccme_boron - + data$Weight <- 1 data$Weight[rank(data$Conc) > 6] <- 0 - - expect_error(ssd_fit_dists(data, dists="lnorm", weight = "Weight"), - "^`data` has 22 rows with zero weight in 'Weight'\\.$") + + expect_error( + ssd_fit_dists(data, dists = "lnorm", weight = "Weight"), + "^`data` has 22 rows with zero weight in 'Weight'\\.$" + ) data$Weight[rank(data$Conc) > 6] <- -1 - - expect_error(ssd_fit_dists(data, dists="lnorm", weight = "Weight"), - "^`data\\$Weight` must have values between 0 and Inf\\.$") - + + expect_error( + ssd_fit_dists(data, dists = "lnorm", weight = "Weight"), + "^`data\\$Weight` must have values between 0 and Inf\\.$" + ) + data$Weight[rank(data$Conc) > 6] <- Inf - - expect_warning(expect_error(ssd_fit_dists(data, dists="lnorm", weight = "Weight"), - "^All distributions failed to fit\\.$")) - + + expect_warning(expect_error( + ssd_fit_dists(data, dists = "lnorm", weight = "Weight"), + "^All distributions failed to fit\\.$" + )) }) - + test_that("weighted works", { data <- ssddata::ccme_boron - + data$Weight <- 1 - data$Weight[rank(data$Conc) > 6] <- 1/10 - - fitall <- ssd_fit_dists(data, dists="lnorm") + data$Weight[rank(data$Conc) > 6] <- 1 / 10 + + fitall <- ssd_fit_dists(data, dists = "lnorm") hcall <- ssd_hc(fitall) expect_snapshot_data(hcall, "hcall") - - fit1 <- ssd_fit_dists(subset(data, Weight == 1), dists="lnorm") + + fit1 <- ssd_fit_dists(subset(data, Weight == 1), dists = "lnorm") hc1 <- ssd_hc(fit1) expect_snapshot_data(hc1, "hc1") - - fit1w <- ssd_fit_dists(subset(data, Weight == 1), dists="lnorm", weight = "Weight") + + fit1w <- ssd_fit_dists(subset(data, Weight == 1), dists = "lnorm", weight = "Weight") hc1w <- ssd_hc(fit1w) expect_snapshot_data(hc1w, "hc1w") - - fitallw10 <- ssd_fit_dists(data, dists="lnorm", weight = "Weight") + + fitallw10 <- ssd_fit_dists(data, dists = "lnorm", weight = "Weight") hcallw10 <- ssd_hc(fitallw10) expect_snapshot_data(hcallw10, "hcallw10") - - data$Weight[rank(data$Conc) > 6] <- 1/100 - - fitallw100 <- ssd_fit_dists(data, dists="lnorm", weight = "Weight") + + data$Weight[rank(data$Conc) > 6] <- 1 / 100 + + fitallw100 <- ssd_fit_dists(data, dists = "lnorm", weight = "Weight") hcallw100 <- ssd_hc(fitallw100) expect_snapshot_data(hcallw100, "hcallw100") - - data$Weight[rank(data$Conc) > 6] <- 1/1000 - - fitallw1000 <- ssd_fit_dists(data, dists="lnorm", weight = "Weight") + + data$Weight[rank(data$Conc) > 6] <- 1 / 1000 + + fitallw1000 <- ssd_fit_dists(data, dists = "lnorm", weight = "Weight") hcallw1000 <- ssd_hc(fitallw1000) expect_snapshot_data(hcallw1000, "hcallw1000") }) test_that("weighted2", { data <- ssddata::ccme_boron - + data$Weight <- 2 - fit2 <- ssd_fit_dists(data, dists="lnorm", weight = "Weight") + fit2 <- ssd_fit_dists(data, dists = "lnorm", weight = "Weight") hc2 <- ssd_hc(fit2) expect_snapshot_data(hc2, "hc2") }) diff --git a/tests/testthat/test-zzz-unstable.R b/tests/testthat/test-zzz-unstable.R index d804fbb2..81ac2f00 100644 --- a/tests/testthat/test-zzz-unstable.R +++ b/tests/testthat/test-zzz-unstable.R @@ -1,4 +1,4 @@ -# Copyright 2023 Australian Government Department of +# Copyright 2023 Australian Government Department of # Climate Change, Energy, the Environment and Water # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -12,35 +12,39 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -# +# test_that("weibull is unstable", { - data <- data.frame(Conc = c(868.24508, - 1713.82388, - 3161.70678, - 454.65412, - 3971.75890, - 37.69471, - 262.14053, - 363.20288, - 1940.43277, - 3218.05296, - 77.48251, - 1214.70521, - 1329.27005, - 1108.05761, - 339.91458, - 437.52104)) - - fits <- ssd_fit_dists(data=data, - left = 'Conc', dists = c('gamma', 'weibull'), - silent = TRUE, reweight = FALSE, min_pmix = 0, nrow = 6L, - computable = TRUE, at_boundary_ok = FALSE, rescale = FALSE) - + data <- data.frame(Conc = c( + 868.24508, + 1713.82388, + 3161.70678, + 454.65412, + 3971.75890, + 37.69471, + 262.14053, + 363.20288, + 1940.43277, + 3218.05296, + 77.48251, + 1214.70521, + 1329.27005, + 1108.05761, + 339.91458, + 437.52104 + )) + + fits <- ssd_fit_dists( + data = data, + left = "Conc", dists = c("gamma", "weibull"), + silent = TRUE, reweight = FALSE, min_pmix = 0, nrow = 6L, + computable = TRUE, at_boundary_ok = FALSE, rescale = FALSE + ) + # not sure why weibull dropping on some linux on github actions and windows # on other folks machines testthat::skip_on_ci() testthat::skip_on_cran() - expect_identical(names(fits), c('gamma', 'weibull')) + expect_identical(names(fits), c("gamma", "weibull")) }) test_that("hc multi_ci lnorm default 100", { @@ -48,13 +52,15 @@ test_that("hc multi_ci lnorm default 100", { set.seed(102) hc_average <- ssd_hc(fits, average = TRUE, ci = TRUE, nboot = 100, ci_method = "weighted_arithmetic", multi_est = FALSE, samples = TRUE) set.seed(102) - hc_multi <- ssd_hc(fits, average = TRUE, ci_method = "multi_free", ci = TRUE, nboot = 100, - min_pboot = 0.8, samples = TRUE) - + hc_multi <- ssd_hc(fits, + average = TRUE, ci_method = "multi_free", ci = TRUE, nboot = 100, + min_pboot = 0.8, samples = TRUE + ) + testthat::expect_snapshot({ hc_average }) - + # not sure why hc multi_ci is different on windows # ══ Failed tests ════════════════════════════════════════════════════════════════ # ── Failure ('test-hc-root.R:77:3'): hc multi_ci lnorm default 100 ───────────────── @@ -65,7 +71,7 @@ test_that("hc multi_ci lnorm default 100", { # # - 1 average 5 1.26 0.781 0.331 3.25 1 parametric 100 0.86 # + 1 average 5 1.26 0.769 0.410 3.25 1 parametric 100 0.86 - testthat::skip_on_ci() + testthat::skip_on_ci() testthat::skip_on_cran() testthat::expect_snapshot({ hc_multi @@ -77,13 +83,15 @@ test_that("hp multi_ci lnorm default 100", { set.seed(102) hp_average <- ssd_hp(fits, average = TRUE, ci = TRUE, nboot = 100, ci_method = "weighted_arithmetic", samples = TRUE) set.seed(102) - hp_multi <- ssd_hp(fits, average = TRUE, ci_method = "multi_free", ci = TRUE, nboot = 100, - min_pboot = 0.8, samples = TRUE) - + hp_multi <- ssd_hp(fits, + average = TRUE, ci_method = "multi_free", ci = TRUE, nboot = 100, + min_pboot = 0.8, samples = TRUE + ) + testthat::expect_snapshot({ hp_average }) - testthat::skip_on_ci() + testthat::skip_on_ci() testthat::skip_on_cran() # ── Failure ('test-hp-root.R:79:3'): hp multi_ci lnorm default 100 ───────────────── # Snapshot of code has changed: @@ -102,11 +110,11 @@ test_that("gamma parameters are extremely unstable", { data <- ssddata::ccme_boron data$Other <- data$Conc data$Conc <- data$Conc / max(data$Conc) - + # gamma shape change from 913 to 868 on most recent version set.seed(102) fits <- ssd_fit_dists(data, dists = c("lnorm", "gamma"), right = "Other", rescale = FALSE, computable = FALSE) - + tidy <- tidy(fits) expect_s3_class(tidy, "tbl") testthat::skip_on_ci() # not sure why gamma shape is 908 on GitHub actions windows and 841 on GitHub actions ubuntu @@ -153,10 +161,10 @@ test_that("sgompertz with initial values still unstable!", { )) set.seed(10) fit <- ssd_fit_dists(data, dists = "gompertz") - + sdata <- data.frame(left = x, right = x, weight = 1) pars <- estimates(fit$gompertz) - + expect_snapshot({ set.seed(94) ssdtools:::sgompertz(sdata) @@ -177,289 +185,294 @@ test_that("sgompertz cant even fit some values", { skip_on_ci() # as incredibly unstable skip_on_cran() x <- c(160, 800, 840, 1500, 8200, 12800, 22000, 38000, 60900, 63000) - expect_snapshot({ - ssdtools:::sgompertz(data.frame(left = x, right = x)) - ssdtools:::sgompertz(data.frame(left = rep(x,10), right = rep(x,10))) - ssdtools:::sgompertz(data.frame(left = x, right = x), pars = c(12800, 1)) - ssdtools:::sgompertz(data.frame(left = x / 12800, right = x / 12800)) - }, - error = TRUE) + expect_snapshot( + { + ssdtools:::sgompertz(data.frame(left = x, right = x)) + ssdtools:::sgompertz(data.frame(left = rep(x, 10), right = rep(x, 10))) + ssdtools:::sgompertz(data.frame(left = x, right = x), pars = c(12800, 1)) + ssdtools:::sgompertz(data.frame(left = x / 12800, right = x / 12800)) + }, + error = TRUE + ) }) test_that("sgompertz cant even initialize lots of values", { skip_on_ci() skip_on_cran() - x <- c(38.696580321462, 41.0167488906729, 39.5529154651536, 40.1225506655899, - 38.2675196410126, 35.2169221089071, 37.8367285461107, 40.1377838232664, - 37.5027912166191, 38.427368967798, 40.710857244717, 39.2107558513928, - 38.8104318203955, 36.6782721298192, 39.1189629457727, 38.5038356599761, - 40.9769905762875, 38.1358534539971, 37.677578277466, 37.0006299402988, - 41.7135839580738, 40.1519559493184, 40.0672365990623, 39.5592247806773, - 38.1637058572353, 39.8666688362276, 39.2503685118675, 38.9778749012123, - 40.0217426884973, 37.5351699713108, 39.7893579120294, 39.2387926187296, - 37.7044952991609, 37.8928752489645, 37.0090499173894, 38.4507445786794, - 38.620077736605, 39.6020315346104, 39.7810679774789, 40.8150835920557, - 37.9464980122296, 39.4069904913645, 38.0669287189795, 38.3441834518077, - 38.1993919655101, 40.1628716902171, 40.0281770769124, 38.6956745583115, - 39.6542719125524, 38.6088455182132, 39.8179004699168, 37.9230414720193, - 39.867477710758, 38.9955567243247, 38.0169207342366, 40.3342027787477, - 37.7344362972903, 38.6796129938263, 39.0965409517453, 41.46005663726, - 37.0773600128194, 39.2487948784459, 39.2885683350943, 39.155662491164, - 39.4144380892284, 37.8015034174506, 38.0318253811457, 39.2495131564861, - 39.4079230863217, 37.8069359589137, 39.2240112827973, 39.7992027228957, - 40.1464446475361, 38.0392748572373, 39.8704415381996, 37.0709840973726, - 39.7109649144627, 34.6158405583583, 38.773189207226, 39.5879964831782, - 37.2915278476584, 37.1687398705238, 39.8124336176356, 39.7309887182915, - 40.4249042880422, 37.7747514337286, 39.5078848285084, 40.0854650060604, - 38.4641772660282, 39.9580684236498, 39.0505656140191, 40.1090371065684, - 40.2837137147484, 41.1777634956717, 37.1366808219419, 39.4525678965893, - 38.6350146755692, 39.4979063158441, 41.3036446602384, 39.6926374930186, - 40.3183234220183, 40.1679706298231, 39.701995572475, 38.6869017750228, - 41.2896407864841, 38.7183693797009, 39.1452025170707, 38.3908637314772, - 41.2694527496005, 38.8136900728032, 37.7645647745729, 36.5631366265512, - 37.3667105678707, 41.7000277404458, 39.2707121440988, 36.6203610922647, - 37.8168390843906, 38.0149455298419, 37.4344504136931, 39.4168634517092, - 39.1022303484451, 40.7262981012178, 38.9244902124375, 39.7804365259938, - 40.071593416537, 40.5326032455288, 40.2967188132833, 39.4709850594384, - 39.7026879735608, 40.6767766734202, 39.8820157568733, 40.0306774727645, - 39.206490542215, 37.7995176031058, 38.0305899072524, 41.2535959663767, - 39.360970436801, 39.2050302399161, 37.9355199051284, 40.2662286603004, - 41.121798879367, 37.1609962328165, 38.6466582748848, 38.8967782665257, - 38.0404802796349, 38.376580403419, 38.6255759391397, 39.6073952243451, - 37.6347924690042, 38.5132173119731, 38.8501436804498, 38.493737010245, - 38.7589123929684, 39.7035807090811, 38.365423731158, 41.1023575551406, - 39.4693407341018, 40.3775002176367, 40.0539303648849, 39.2793192634062, - 38.8511551647368, 39.9553561650541, 38.2424584004309, 38.5571856715353, - 37.8348991198805, 37.3717962287677, 39.4730584952921, 41.523488762831, - 36.8499803076413, 38.013422735112, 37.4816695828213, 39.2621838289677, - 38.9515538223032, 40.5502903474796, 39.1161030671012, 38.7945616870771, - 40.2421942935249, 37.7346372472926, 39.1187706618842, 39.909833942905, - 38.6548900463434, 34.9715389178589, 37.2873000101342, 37.9002061587514, - 38.4975034197695, 42.1873757727254, 41.0764975000072, 38.7088995905531, - 40.4662521529921, 40.9236134619865, 39.9786610218703, 39.0344464667416, - 40.9923603178017, 38.226765970102, 36.0570644546613, 39.0610525309774, - 39.378249772003, 39.8481492104, 38.8128557727509, 38.176560083666, - 40.0109623940278, 38.365527279527, 41.4821313110713, 39.1562765062432, - 38.6689781368494, 38.5153323903582, 38.9094460830558, 38.9146080159054, - 39.5126736350809, 38.3551624615048, 39.2900471815049, 38.9872820902618, - 40.4027625099742, 36.9621287876883, 40.3027289972827, 38.9177530641325, - 38.8024677096201, 39.328858624352, 42.0770757806993, 38.1205541479795, - 38.4547674083091, 39.1200982288705, 38.4720192141187, 39.8322429488103, - 39.2862024373929, 39.7692289574389, 36.9552457155791, 38.8208389772751, - 38.7085456704407, 38.179565545474, 38.9552962537617, 37.3170576915214, - 37.9089935034163, 37.5515170524905, 40.8640899715991, 39.3977532271903, - 40.6965393740808, 39.2099251528595, 40.3877351534164, 39.1571163215197, - 38.8843000082186, 40.069135734553, 39.4155507502797, 40.0688390962823, - 40.3694309505709, 38.0979381141079, 37.9653373751348, 39.7406945731137, - 39.7319153561436, 41.0223207682689, 37.8004542927769, 40.2310555662633, - 38.1240358129045, 38.2175347747922, 39.023415223749, 40.5585975447541, - 37.0757803798169, 39.9840704053012, 37.1122869994015, 38.5234948115884, - 39.1109096684222, 37.9292146217095, 38.8120641499639, 38.6725491967401, - 38.4777632732966, 38.9945754893693, 39.541485148896, 39.133974747476, - 38.2834898683667, 40.9802975141706, 39.3374507245175, 41.6661446806449, - 38.4237943886002, 38.7813433440326, 39.9318339470732, 39.5304112157869, - 37.2920210101965, 38.0332942356899, 42.1930139607762, 36.9890596297174, - 39.9769160489512, 38.794454639375, 39.1341805428692, 40.484820544408, - 39.6219550690723, 37.5200194925331, 37.7870770544869, 39.12031371933, - 38.4395308986709, 39.1954131708967, 39.6642750370098, 39.7739948549039, - 39.6011260967852, 38.6108656218676, 37.9154461005623, 38.8064624106545, - 39.0597191615577, 35.5776144023631, 38.8748850476323, 43.9305705918234, - 39.266027724492, 39.870215450819, 38.9148252560285, 38.8287721885671, - 39.2737788275155, 39.4992532278209, 38.9122960388864, 37.9985552244301, - 38.4433361268137, 37.9872056270947, 38.7829483316692, 40.4326071359729, - 37.9718170571938, 37.3173504684119, 38.1041306072045, 39.431650255724, - 39.6501134004123, 38.1962116855106, 40.2125593103105, 39.3300592733259, - 38.4694436891443, 35.6018487136551, 37.7234340243789, 38.8416133651824, - 40.1036196591042, 38.9598798772033, 40.3085817328287, 41.4975558278974, - 38.2865459584346, 41.8260921139512, 40.3253160043853, 39.7726849675659, - 37.5924692740547, 38.7610139093328, 37.2307592557815, 38.1224433823566, - 39.7533625422114, 40.1702289131378, 39.5139069991125, 37.3763796206379, - 43.6767194233294, 42.7980876063979, 40.0101004177844, 38.8045660097627, - 38.7978864220019, 40.5196025015914, 39.6050801057401, 36.6941692064994, - 40.2364242866681, 39.4308687797026, 36.1352625034067, 36.1265011734934, - 40.326010741649, 41.3851869206732, 40.5747815072407, 40.1788259184253, - 38.2380334879549, 34.0096690608054, 39.6929204766898, 39.9515741913088, - 40.0041634169937, 37.9582791534962, 38.0335887840459, 39.1062032236527, - 37.6651696793937, 39.6881044797558, 38.2690967830217, 40.130457062569, - 38.6410808902146, 38.4676289901882, 39.1019005252714, 40.7213285577585, - 37.9573767374336, 39.1183670846963, 38.3822026549756, 37.3646233094306, - 39.1826303020084, 40.3572843581489, 38.442314623214, 38.5553027604022, - 39.6068870521211, 39.8729613160067, 41.7122087547397, 40.0776416898586, - 40.4393696960347, 39.3605590996253, 40.3260086548734, 40.1258507614127, - 40.5186441923711, 38.9809155324387, 39.3394540102295, 39.975869633627, - 40.3111919605064, 39.2163094429044, 38.8435899278059, 37.5259541950718, - 36.963412513099, 39.7647281175532, 38.2778393335243, 38.9592447313249, - 39.6832211664062, 39.8169965656146, 40.0571342866911, 40.0657728205233, - 38.6334828058099, 40.2254110586556, 38.2941124576558, 39.7633820426071, - 39.8812043275032, 39.5252167453337, 39.4841351687756, 37.0507474924108, - 38.7234247192162, 39.6575948859279, 39.1826805828978, 38.0705317267602, - 39.0896781744083, 40.4065177824407, 39.5646604953766, 39.3100515376255, - 37.275038659114, 38.6217194765214, 39.5715251327988, 39.4358964492531, - 37.8979324139364, 38.6842025210972, 38.9891069614657, 37.2435957040697, - 39.4319370959362, 41.5303368473785, 39.2115622666226, 39.9039055064095, - 38.5075815201747, 40.5302469191966, 39.7047799842818, 37.967366956652, - 38.6211561846939, 40.4203269847067, 40.0927676792246, 37.6352896940885, - 38.6602688775301, 40.1228354733954, 39.0484204031229, 40.241195037659, - 37.9075743603001, 40.7096672855678, 40.2063979484382, 39.2988183828229, - 38.7236306765055, 40.085046989671, 40.3864093200838, 39.2525922864072, - 39.9833207861838, 39.4752029274992, 40.0888611984398, 38.8364314332866, - 40.1768350426331, 37.6862394739334, 39.4665248116624, 37.899832276708, - 40.3210047661294, 39.3284191247637, 38.2903729699707, 37.0554029584125, - 38.0839523676974, 39.9998786189738, 39.2720100897009, 38.3885928001302, - 40.9884814635961, 39.3736999451426, 39.0688349733752, 39.9805351538551, - 38.2612231198234, 38.7808257073468, 40.4321639089165, 39.1925831801429, - 38.161657993717, 39.4815364089669, 37.9936299742363, 38.1919733752425, - 39.4634006258866, 40.6826647651456, 39.2383948920205, 38.8211139465359, - 40.2361715640083, 39.2523254442209, 39.5614236208388, 36.3210627879153, - 38.7634574724226, 39.9781094519548, 38.5720737088932, 39.0956252849711, - 37.8334966329441, 37.2993457418318, 39.2514702470121, 39.8392558245568, - 39.174775800502, 37.9748873577388, 43.8236675072905, 39.3897077144617, - 37.5759557282776, 38.1069173479354, 37.4120299079579, 38.5163313919706, - 38.8562534471793, 39.082731249183, 37.8123965517173, 38.6467206368035, - 39.2624233039125, 38.0444904972806, 37.9813830943846, 38.9982977458439, - 38.6337006206239, 36.0640324459786, 36.7986312761523, 38.020967310967, - 40.7379364843796, 38.9806446447468, 38.6883329974466, 34.8276810946894, - 37.7929643219164, 38.1936819030646, 38.8225376463523, 37.4761433823238, - 38.5121448430208, 38.4575246789265, 38.858997572675, 38.359586766349, - 39.558288704952, 40.4853848472591, 38.694323054342, 36.1844952800459, - 38.4853690819966, 38.78881539253, 38.0197707602212, 37.7443143743366, - 39.9711873308084, 38.9706104261925, 39.0769035054312, 39.459235288767, - 36.7812361757565, 38.2369113062318, 39.3662625142971, 37.8482625397072, - 38.6782247139701, 38.9567192145898, 38.2620419120765, 41.0626686610858, - 38.6156436251503, 39.250379171601, 39.349946545355, 40.6275731605698, - 37.9005995605111, 40.205914365087, 41.6982665619521, 39.3723235483688, - 40.0347807170072, 39.497473475581, 38.6590218187837, 39.8843213213189, - 38.6132703135293, 38.4280487105962, 38.5378818511143, 38.603135494208, - 38.7561959541377, 39.3929216926093, 41.3597504191791, 38.6118918667787, - 36.8411548739743, 39.3803349413986, 40.8109456694036, 39.3423162229158, - 38.9459848320317, 39.4991104107462, 38.058197568962, 38.7725871889095, - 39.1770615285156, 39.8193567350056, 38.2684201372059, 36.9811216392299, - 40.1769004167604, 39.0216375952443, 40.9455713612591, 37.7742379317281, - 38.7805197184278, 39.2973602139325, 41.0202595055836, 37.5888276948441, - 39.6559437124032, 37.7993924072458, 36.8680224413153, 38.3929408217845, - 39.313511789542, 36.8665331958893, 38.2182703654236, 38.8439109398027, - 39.4111744274711, 39.9253017127809, 36.9237891082507, 36.7600893992139, - 39.2855930848628, 39.2835843453872, 39.4129188137863, 37.9364834955805, - 38.1476606393185, 37.2076006841655, 40.2747876086838, 37.9022020669638, - 39.4325003205913, 37.951115432256, 37.807971401276, 40.2969281026145, - 40.6730841209068, 39.2893414371149, 40.2741852515657, 39.764396697977, - 38.4038572501277, 40.4955100450384, 39.7324796415345, 39.0789568290801, - 39.0947744940562, 37.2667626452727, 40.9708061054478, 38.9398447906209, - 38.6126752576927, 39.8159974079398, 39.4177867561836, 38.9876024433841, - 40.794214437606, 43.7562402030798, 38.6701756334505, 38.1621099177722, - 36.575698535627, 38.255188055226, 38.1033459720734, 37.0581351999275, - 38.9359368996426, 39.7852493973811, 38.0872674708902, 41.8639370009924, - 38.7447411439498, 39.3585499531425, 40.0256335982602, 38.6181510326272, - 38.0178649059027, 38.1157132909286, 39.3558163810008, 38.8346645264899, - 38.85461630796, 37.7248992534766, 38.863487092451, 39.015068997087, - 40.0055219390627, 40.7027278313135, 39.5188006642669, 38.4928451553392, - 39.1378385498179, 39.6115900842645, 37.8781421399288, 40.9844328121185, - 39.403769365946, 40.0298671793341, 38.2239750135394, 39.7267400648407, - 38.9995438518202, 40.2611538311266, 38.786793482844, 38.5653605190023, - 33.9244604815106, 39.0096557979905, 40.6528672876171, 38.9818158286068, - 38.8463968269336, 38.7436678863884, 37.975594403403, 38.4882244002132, - 39.0343156180594, 46.9928676186891, 36.7781819074398, 39.8144638174003, - 37.980464890335, 37.4564703569339, 40.1163325974914, 35.9871069681064, - 39.68729235871, 40.630771351219, 38.9099007667918, 40.2818723062924, - 40.4676556821653, 38.7747729933048, 38.9150973439876, 39.617266449505, - 39.4126917827044, 38.8209524150646, 39.324579360117, 39.9107839860635, - 40.0575447194271, 37.7686134706386, 39.2038472037554, 39.9940352077302, - 37.3140594722784, 38.4796372751327, 39.6443079640486, 37.9232220261437, - 41.2997001245465, 40.2407151320583, 37.5953456462041, 37.3782024981871, - 39.4965108566101, 39.4310973372514, 40.9415421333551, 40.1267239148112, - 39.0104802393511, 37.111403415285, 39.4666748528947, 37.6312986043052, - 38.6648640776781, 39.4654162004083, 38.1723846390448, 38.7118913128723, - 40.0394733411325, 40.1645364404523, 36.9445065042129, 38.6590138575, - 37.2416738810632, 40.8946855580023, 38.9770037695946, 38.3977538832488, - 39.4790250089449, 38.8075342559101, 39.2942139588824, 38.7240025841883, - 38.8017025369415, 39.7585470282626, 39.5489808587065, 39.345956911995, - 38.2287491973915, 39.0688696265457, 40.9548119905498, 38.7066227587173, - 39.7386257214213, 40.129347373272, 41.4727756099533, 38.6855838540641, - 39.7716702263939, 38.1691490705021, 40.292963019468, 39.6551387204093, - 37.7531674165233, 38.7341956955806, 40.3685159751057, 38.0860567609003, - 36.7305575128597, 37.530216757303, 35.8354709111472, 40.9933140599827, - 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37.975594403403, 38.4882244002132, + 39.0343156180594, 46.9928676186891, 36.7781819074398, 39.8144638174003, + 37.980464890335, 37.4564703569339, 40.1163325974914, 35.9871069681064, + 39.68729235871, 40.630771351219, 38.9099007667918, 40.2818723062924, + 40.4676556821653, 38.7747729933048, 38.9150973439876, 39.617266449505, + 39.4126917827044, 38.8209524150646, 39.324579360117, 39.9107839860635, + 40.0575447194271, 37.7686134706386, 39.2038472037554, 39.9940352077302, + 37.3140594722784, 38.4796372751327, 39.6443079640486, 37.9232220261437, + 41.2997001245465, 40.2407151320583, 37.5953456462041, 37.3782024981871, + 39.4965108566101, 39.4310973372514, 40.9415421333551, 40.1267239148112, + 39.0104802393511, 37.111403415285, 39.4666748528947, 37.6312986043052, + 38.6648640776781, 39.4654162004083, 38.1723846390448, 38.7118913128723, + 40.0394733411325, 40.1645364404523, 36.9445065042129, 38.6590138575, + 37.2416738810632, 40.8946855580023, 38.9770037695946, 38.3977538832488, + 39.4790250089449, 38.8075342559101, 39.2942139588824, 38.7240025841883, + 38.8017025369415, 39.7585470282626, 39.5489808587065, 39.345956911995, + 38.2287491973915, 39.0688696265457, 40.9548119905498, 38.7066227587173, + 39.7386257214213, 40.129347373272, 41.4727756099533, 38.6855838540641, + 39.7716702263939, 38.1691490705021, 40.292963019468, 39.6551387204093, + 37.7531674165233, 38.7341956955806, 40.3685159751057, 38.0860567609003, + 36.7305575128597, 37.530216757303, 35.8354709111472, 40.9933140599827, + 38.0035814661196, 37.3354421128419, 36.8080737129569, 41.0985219440893, + 38.8561139413136, 42.903710361809, 36.9954831637788, 38.531922153057, + 42.2836921318667, 37.0028061885742, 40.6513942308223, 38.2096983818343, + 38.0482194132477, 39.2607049466359, 38.8390235574544, 39.8576879080886, + 37.8832792184292, 39.0034043277092, 38.684011442933, 38.9912312777927, + 37.9757361394685, 41.3907600446042, 38.9312371532292, 37.7618971984968, + 38.2894211481052, 39.6733277972708, 38.5658494550534, 40.1974937022928, + 37.1473457893721, 38.8622864319329, 39.2725836058167, 38.0170971971996, + 39.4898615875341, 39.366227898738, 37.339521745044, 38.8300803583305, + 38.3411729217755, 39.1683817957122, 41.3070611199184, 38.4063260784734, + 37.1340103791155, 39.362318928735, 40.5828795465779, 39.0971648173104, + 39.3735811927919, 39.6792065372198, 40.3357320097854, 39.1127942705966, + 38.8025678690956, 37.8528074490416, 40.3571246143704, 38.7236270643344, + 39.3210878255258, 39.3417836462455, 37.7601030846554, 37.6883694697397, + 39.5267272790581, 39.5195867118307, 43.0981559093668, 38.5628045416694, + 38.1033275237512, 38.9833325135889, 37.8376076319414, 40.3895047883752, + 37.3392863875083, 40.1192750487477, 37.8712505040228, 38.9730977144904, + 38.7251809129993, 38.2959345065107, 38.765551878725, 36.5523814941017, + 37.6999611725533, 40.112733295656, 38.8344276124878, 38.0256017350531, + 40.8845820706635, 38.9226965106381, 37.2666634962291, 37.4203744638208, + 40.7378152062249, 40.8809097806334, 38.6737692719535, 38.4747024652618, + 39.3519738258198, 38.1086558072326, 38.8262025252141, 38.8373266870745, + 40.6298259732028, 39.1767597684894, 35.8714031826228, 37.8534957833254, + 37.7758645229045, 38.6631612922978, 38.7814973623979, 38.7338820404997, + 39.0129989805106, 40.4871344567191, 39.8975251703063, 39.0078634209895, + 39.2167315605367, 37.8803375793005, 40.3696161718203, 38.0337019843631, + 38.7984476541142, 37.7595575940074, 38.6179730389926, 40.1986912298922, + 41.2895593320579, 39.5060525497241, 39.0963392390911, 39.7313543995007, + 38.8336169806451, 37.6823969764853, 39.3499446203202, 39.2649140853913, + 38.0163632001511, 38.5959614053762, 40.2572217266411, 38.171698458165, + 40.3008014086158, 39.6543735088728, 39.1815990861773, 39.8472544670532, + 38.5977216059802, 39.9663605289933, 37.6893473908978, 38.8481549984134, + 43.3766565048559, 39.3698770455496, 39.9415844625127, 39.5231925912406, + 38.9189010640608, 37.0281041611697, 40.0940027447682, 39.5025949414688, + 38.5149025776659, 40.1824657973457, 38.0594927655381, 37.3226089383971, + 38.9757562397551, 39.4950417133679, 39.6859282232682, 39.7454876662063, + 39.4851308978089, 40.1056769983355, 39.1589104415128, 39.0712831485648, + 39.5607393847756, 39.0644583320816, 39.2515448674571, 39.3032359408323, + 40.5479515450476, 39.6250139600485, 38.028139621913, 37.2285955574899, + 37.2508387258539, 40.3846682207918, 38.636712625128, 39.4270502893468, + 38.2057349544891, 40.4668369658496, 40.63076070518, 36.2667783526517, + 38.5107950647274, 38.3743339825504, 37.7012252335452, 41.2805510262182, + 38.4371011894573, 36.0375810764541, 37.7269181932527, 39.383489843013, + 37.785445612894, 39.2808598910424, 40.5804682220679, 39.4633266713821, + 40.9186377094679, 38.5959854428001, 38.3403967366083, 38.7686849587232, + 38.3341640787877, 37.3980950685274, 35.6839274550542, 37.1841982128791, + 39.3041223888912, 40.1800681285293, 38.5546795002772, 40.6649714235597, + 39.3908892554947, 40.5295797705759, 41.2123065166508, 42.7254305446572, + 38.4949631251763, 40.4935161618346, 38.5312798612271, 39.3479141908363, + 37.8583779286256, 39.3390670518522, 35.0475174766598, 39.3317121842063, + 39.291630780152, 39.8698771514366, 37.9858500799512, 40.8999515676964, + 38.0316622823605, 38.8489839517514, 37.4775721757, 37.1104504954058, + 39.8063713445244, 38.570827029856, 37.9436998244667, 39.8823824999909, + 39.0937021503757, 40.090613185766, 39.6700607263025, 35.9614086936976, + 38.1220240490322, 40.2313461100113, 38.493376737973, 37.8703435212788, + 37.8464499387457, 37.2716605807549, 38.6150991186386, 39.1517243082324, + 38.523443553638, 39.0255090270453, 38.5536830415702, 39.3734321577177, + 40.3498997970709, 39.5379777035583, 36.2140501511744, 41.5758157855067, + 39.371964604603, 38.4613550203525, 39.6530348500717, 36.2748047281009, + 38.2783274778123, 38.6522833139846, 38.1808211976449, 38.2513083309745, + 38.7109089141367, 39.7641821203552, 40.0028365411157, 38.1187417657084 + ) + expect_snapshot( + { + set.seed(99) + ssdtools:::sgompertz(data.frame(left = x, right = x)) + set.seed(99) + ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") + set.seed(100) + ssdtools:::sgompertz(data.frame(left = x, right = x)) + set.seed(100) + ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") + set.seed(131) + ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") + }, + error = TRUE ) - expect_snapshot({ - set.seed(99) - ssdtools:::sgompertz(data.frame(left = x, right = x)) - set.seed(99) - ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") - set.seed(100) - ssdtools:::sgompertz(data.frame(left = x, right = x)) - set.seed(100) - ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") - set.seed(131) - ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") - }, - error = TRUE) }) test_that("ssd_hc cis with error", { skip_on_ci() skip_on_cran() - + set.seed(99) conc <- ssd_rlnorm_lnorm(30, meanlog1 = 0, meanlog2 = 1, sdlog1 = 1 / 10, sdlog2 = 1 / 10, pmix = 0.2) data <- data.frame(Conc = conc) @@ -476,7 +489,7 @@ test_that("ssd_hc cis with error", { test_that("ssd_hc comparable parametric and non-parametric big sample size", { skip_on_ci() skip_on_cran() - + set.seed(99) data <- data.frame(Conc = ssd_rlnorm(10000, 2, 1)) fit <- ssd_fit_dists(data, dists = "lnorm") @@ -491,7 +504,7 @@ test_that("ssd_hc comparable parametric and non-parametric big sample size", { test_that("ssd_hp cis with error", { skip_on_ci() skip_on_cran() - + set.seed(99) conc <- ssd_rlnorm_lnorm(30, meanlog1 = 0, meanlog2 = 1, sdlog1 = 1 / 10, sdlog2 = 1 / 10, pmix = 0.2) data <- data.frame(Conc = conc) @@ -508,7 +521,7 @@ test_that("ssd_hp cis with error", { test_that("ssd_hp comparable parametric and non-parametric big sample size", { skip_on_ci() skip_on_cran() - + set.seed(99) data <- data.frame(Conc = ssd_rlnorm(10000, 2, 1)) fit <- ssd_fit_dists(data, dists = "lnorm") @@ -523,7 +536,7 @@ test_that("ssd_hp comparable parametric and non-parametric big sample size", { test_that("plot geoms", { skip_on_ci() skip_on_cran() - + gp <- ggplot2::ggplot(boron_pred) + geom_ssdpoint(data = ssddata::ccme_boron, ggplot2::aes(x = Conc)) + geom_ssdsegment(data = ssddata::ccme_boron, ggplot2::aes(x = Conc, xend = Conc * 2)) + @@ -539,7 +552,7 @@ test_that("plot geoms", { test_that("ssd_plot censored data", { skip_on_ci() skip_on_cran() - + data <- ssddata::ccme_boron data$Other <- data$Conc * 2 expect_snapshot_plot(ssd_plot(data, boron_pred, right = "Other"), "boron_cens_pred_ribbon") @@ -548,7 +561,7 @@ test_that("ssd_plot censored data", { test_that("invpareto with extreme data", { skip_on_ci() skip_on_cran() - + data <- data.frame(Conc = c( 2.48892649039671, 2.5258371156749, 2.51281264491458, 2.49866046657748, 2.56572740160664, 2.49440006912093, 2.4817062813665, @@ -576,9 +589,9 @@ test_that("invpareto with extreme data", { 2.52987952199996, 2.58987810707128, 2.46777896999791, 2.51447342615507, 2.48618482994608, 2.51794970929166, 2.49716394702713, 2.49218587262049 )) - + fit99 <- ssd_fit_dists(data, dists = "invpareto") - + expect_equal( estimates(fit99), list(invpareto.weight = 1, invpareto.scale = 2.61422138795731, invpareto.shape = 26.0278618888663) @@ -588,36 +601,40 @@ test_that("invpareto with extreme data", { test_that("not all estimates if fail", { skip_on_ci() skip_on_cran() - + dir <- withr::local_tempdir() - + fit <- ssd_fit_dists(ssddata::ccme_boron, dists = c("lnorm", "lnorm_lnorm")) set.seed(49) - hc <- ssd_hc(fit, nboot = 10, ci = TRUE, ci_method = "multi_fixed", - parametric = TRUE, save_to = dir, min_pboot = 0.8, samples = TRUE) + hc <- ssd_hc(fit, + nboot = 10, ci = TRUE, ci_method = "multi_fixed", + parametric = TRUE, save_to = dir, min_pboot = 0.8, samples = TRUE + ) expect_snapshot_data(hc, "hc_notallestimates") - expect_identical(list.files(dir), c("data_000000000_multi.csv", "data_000000001_multi.csv", "data_000000002_multi.csv", - "data_000000003_multi.csv", "data_000000004_multi.csv", "data_000000005_multi.csv", - "data_000000006_multi.csv", "data_000000007_multi.csv", "data_000000008_multi.csv", - "data_000000009_multi.csv", "data_000000010_multi.csv", "estimates_000000000_multi.rds", - "estimates_000000001_multi.rds", "estimates_000000002_multi.rds", - "estimates_000000003_multi.rds", "estimates_000000004_multi.rds", - "estimates_000000005_multi.rds", "estimates_000000006_multi.rds", - "estimates_000000007_multi.rds", "estimates_000000008_multi.rds", - "estimates_000000009_multi.rds", "estimates_000000010_multi.rds")) + expect_identical(list.files(dir), c( + "data_000000000_multi.csv", "data_000000001_multi.csv", "data_000000002_multi.csv", + "data_000000003_multi.csv", "data_000000004_multi.csv", "data_000000005_multi.csv", + "data_000000006_multi.csv", "data_000000007_multi.csv", "data_000000008_multi.csv", + "data_000000009_multi.csv", "data_000000010_multi.csv", "estimates_000000000_multi.rds", + "estimates_000000001_multi.rds", "estimates_000000002_multi.rds", + "estimates_000000003_multi.rds", "estimates_000000004_multi.rds", + "estimates_000000005_multi.rds", "estimates_000000006_multi.rds", + "estimates_000000007_multi.rds", "estimates_000000008_multi.rds", + "estimates_000000009_multi.rds", "estimates_000000010_multi.rds" + )) }) test_that("lnorm_lnorm fits anonb", { skip_on_ci() skip_on_cran() - + set.seed(99) data <- ssddata::anon_b fit <- ssd_fit_dists(data, - dists = c("lnorm_lnorm"), - at_boundary_ok = FALSE, min_pmix = 0.05 + dists = c("lnorm_lnorm"), + at_boundary_ok = FALSE, min_pmix = 0.05 ) - + tidy <- tidy(fit) expect_snapshot_data(tidy, "tidy_anonb") expect_snapshot_plot(ssd_plot(data, predict(fit), ci = FALSE), "plot_anonb") @@ -626,261 +643,263 @@ test_that("lnorm_lnorm fits anonb", { test_that("lnorm_lnorm non-bimodal 1000 data", { skip_on_ci() skip_on_cran() - + data <- data.frame(Conc = c( - 11.6635934627129, 11.3655834538171, 11.8239438136152, 11.4457330597547, - 11.2733838979158, 11.6555694734405, 11.6077458629663, 11.6253179146231, - 11.7565586590195, 11.1887570445131, 11.6730568277929, 11.4120070711133, - 11.6824326010276, 11.3911357792784, 12.0706441525969, 11.2155412831347, - 11.3821410267404, 11.3267141623621, 11.6076784146829, 11.3209976317701, - 11.2959562378299, 11.6786188036454, 11.6046588017454, 11.7499647941354, - 11.4831512412866, 11.8286883023093, 11.7007855177161, 11.6125285414713, - 11.4368552322619, 11.677278735656, 11.2591724516819, 11.2122991922597, - 11.2014592283697, 11.6757643041424, 11.3976039512326, 11.4064992756645, - 11.6084844857244, 11.2659904100175, 11.4887603755147, 11.3465556328527, - 11.6709507658488, 11.4442961944266, 11.6860922015911, 11.3337180713638, - 11.4934336220037, 11.4237641215403, 11.2597374132061, 11.1767350574449, - 11.5249429055911, 11.2922544242571, 11.3860745867636, 11.5766005475934, - 11.2628237130449, 11.6146165920334, 11.4175020113036, 11.3195033621875, - 11.1710952560318, 11.6597792510826, 11.4868152191465, 11.5721318552201, - 11.6486854013223, 11.6404214031175, 11.4738473838758, 11.0370114162703, - 11.5306291118776, 11.7547581342576, 11.1729582778396, 11.5752263994969, - 11.2468730281413, 11.7327251393004, 11.6517053064323, 11.5377269190321, - 11.7274750442181, 11.8998204906137, 11.6746453028613, 11.7144040978644, - 11.3885625929466, 11.4727695225601, 11.5211563372212, 11.8779053238367, - 11.5235380529653, 11.7352073567185, 11.778095222296, 11.5565087399718, - 11.4303811869928, 11.411039568203, 11.7936208857429, 11.2632318149877, - 11.4183636452509, 11.5450923312535, 11.5304172016656, 11.3564668458882, - 11.3097786542072, 11.2559960803643, 11.1900205330239, 11.3179458681654, - 11.5468393692064, 11.6109598609785, 11.4397968689957, 11.5829306616596, - 11.4265533991304, 11.4037107783255, 11.6231069350061, 11.4476147809259, - 11.315857500714, 11.192073498525, 11.1450028934144, 11.4763778673496, - 11.3303593182416, 11.795851315237, 11.3154135776636, 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11.5897058738691, + 11.4193569373722, 11.8678858552685, 11.6051915096343, 11.3371558507094, + 11.3210764775439, 11.3670660935708, 10.9736909230005, 11.5134036283058, + 11.7378869878075, 11.6101540643963, 11.5960760408688, 11.5398373831802, + 11.6921293527264, 11.0056293583308, 11.3779618825627, 11.4358858630188, + 11.3398108548088, 11.500395429923, 11.6290788048495, 11.4534379910937, + 11.3973526125132, 11.8090228812056, 11.4349697688751, 11.4120105561733, + 11.2768023713792, 11.6479180048227, 11.8538348852147, 11.2816551787507, + 11.5483270246353, 11.5002183838825, 11.3020898934751, 11.5115149415805, + 11.2017560031151, 11.352225955946, 11.6826296693967, 11.8553332139932, + 11.9042883574032, 11.0560549115389, 11.1767099828818, 11.421709850191, + 11.702545464272, 11.7485923966285, 11.8047860348248, 11.4448541804893, 11.4705435703147, 11.716935272144, 10.9954029806633, 11.1256601239288 )) - fit <- ssd_fit_dists(data = data, dists = 'lnorm_lnorm', at_boundary_ok=TRUE, - min_pmix = 0) + fit <- ssd_fit_dists( + data = data, dists = "lnorm_lnorm", at_boundary_ok = TRUE, + min_pmix = 0 + ) tidy <- tidy(fit) expect_snapshot_data(tidy, "tidy_lnorm_lnorm_uni1000", digits = 3) }) @@ -888,261 +907,261 @@ test_that("lnorm_lnorm non-bimodal 1000 data", { test_that("lnorm_lnorm non-bimodal 1000 data", { skip_on_ci() skip_on_cran() - + data <- data.frame(Conc = c( - 11.6635934627129, 11.3655834538171, 11.8239438136152, 11.4457330597547, - 11.2733838979158, 11.6555694734405, 11.6077458629663, 11.6253179146231, - 11.7565586590195, 11.1887570445131, 11.6730568277929, 11.4120070711133, - 11.6824326010276, 11.3911357792784, 12.0706441525969, 11.2155412831347, - 11.3821410267404, 11.3267141623621, 11.6076784146829, 11.3209976317701, - 11.2959562378299, 11.6786188036454, 11.6046588017454, 11.7499647941354, - 11.4831512412866, 11.8286883023093, 11.7007855177161, 11.6125285414713, - 11.4368552322619, 11.677278735656, 11.2591724516819, 11.2122991922597, - 11.2014592283697, 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11.5002183838825, 11.3020898934751, 11.5115149415805, + 11.2017560031151, 11.352225955946, 11.6826296693967, 11.8553332139932, + 11.9042883574032, 11.0560549115389, 11.1767099828818, 11.421709850191, + 11.702545464272, 11.7485923966285, 11.8047860348248, 11.4448541804893, 11.4705435703147, 11.716935272144, 10.9954029806633, 11.1256601239288 )) set.seed(100) - fit <- ssd_fit_dists(data = data, dists = 'lnorm_lnorm', at_boundary_ok=TRUE, min_pmix = 3/nrow(data)) + fit <- ssd_fit_dists(data = data, dists = "lnorm_lnorm", at_boundary_ok = TRUE, min_pmix = 3 / nrow(data)) tidy <- tidy(fit) expect_snapshot_data(tidy, "tidy_lnorm_lnorm_uni1000_3n", digits = 6) }) diff --git a/vignettes/articles/confidence-intervals.Rmd b/vignettes/articles/confidence-intervals.Rmd index d9dc8c36..6f67084c 100644 --- a/vignettes/articles/confidence-intervals.Rmd +++ b/vignettes/articles/confidence-intervals.Rmd @@ -146,13 +146,13 @@ However, the lower confidence interval obtained using the weighted arithmetic me library(ggplot2) # library(ggpubr) p1 <- ggplot(compare_dat, aes(method, ucl, fill = method)) + - geom_bar(stat="identity", position=position_dodge()) + + geom_bar(stat = "identity", position = position_dodge()) + theme_classic() + - theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1)) + theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust = 1)) p2 <- ggplot(compare_dat, aes(method, lcl, fill = method)) + - geom_bar(stat="identity", position=position_dodge()) + + geom_bar(stat = "identity", position = position_dodge()) + theme_classic() + - theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1)) + theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust = 1)) # ggarrange(p1, p2,common.legend = TRUE) ``` @@ -164,10 +164,10 @@ This means that the weighted bootstrap method is ~ `r round(t2["elapsed"]/t4["el ```{r fig.width=7,fig.height=5} p3 <- ggplot(compare_dat, aes(method, time, fill = method)) + - geom_bar(stat="identity", position=position_dodge()) + - ylab("Elapsed time (seconds)") + - theme_classic() + - theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1)) + geom_bar(stat = "identity", position = position_dodge()) + + ylab("Elapsed time (seconds)") + + theme_classic() + + theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust = 1)) p3 ``` diff --git a/vignettes/distributions.Rmd b/vignettes/distributions.Rmd index 4c25bed3..cad96d89 100644 --- a/vignettes/distributions.Rmd +++ b/vignettes/distributions.Rmd @@ -124,28 +124,29 @@ The probability density function, ${f_X}(x;b,c,k)$ and cumulative distribution f

Sample Burr probability density and cumulative distribution functions

```{r echo=FALSE} -f<-function(x,b,c,k){ -z1<-(b/x)^(c-1);z2<-(b/x)^c -y<-(b*c*k/x^2)*z1/(1+z2)^(k+1) -return(y) +f <- function(x, b, c, k) { + z1 <- (b / x)^(c - 1) + z2 <- (b / x)^c + y <- (b * c * k / x^2) * z1 / (1 + z2)^(k + 1) + return(y) } -conc<-seq(0,10,by=0.005) -plot(conc,f(conc,1,3,5),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733") -lines(conc,f(conc,1,1,2),col="#F2A61C") -lines(conc,f(conc,1,2,2),col="#1CADF2") -lines(conc,f(conc,1,2,5),col="#1F1CF2") +conc <- seq(0, 10, by = 0.005) +plot(conc, f(conc, 1, 3, 5), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733") +lines(conc, f(conc, 1, 1, 2), col = "#F2A61C") +lines(conc, f(conc, 1, 2, 2), col = "#1CADF2") +lines(conc, f(conc, 1, 2, 5), col = "#1F1CF2") -F<-function(x,b,c,k){ -z2<-(b/x)^c -y<-1/(1+z2)^k -return(y) +F <- function(x, b, c, k) { + z2 <- (b / x)^c + y <- 1 / (1 + z2)^k + return(y) } -conc<-seq(0,10,by=0.005) -plot(conc,F(conc,1,3,5),type="l",ylab="Cumulative probability",xlab="Concentration",col="#FF5733") -lines(conc,F(conc,1,1,2),col="#F2A61C") -lines(conc,F(conc,1,2,2),col="#1CADF2") -lines(conc,F(conc,1,2,5),col="#1F1CF2") +conc <- seq(0, 10, by = 0.005) +plot(conc, F(conc, 1, 3, 5), type = "l", ylab = "Cumulative probability", xlab = "Concentration", col = "#FF5733") +lines(conc, F(conc, 1, 1, 2), col = "#F2A61C") +lines(conc, F(conc, 1, 2, 2), col = "#1CADF2") +lines(conc, F(conc, 1, 2, 5), col = "#1F1CF2") ``` While the Burr type III distribution was adopted as the default distribution in Burrlioz, it is well known (e.g., Tadikamalla (1980)) that the Burr III distribution is related to several other theoretical distributions, some of @@ -194,30 +195,37 @@ that defines the weighting of the two distributions in the ‘mixture.’

Sample lognormal mixture probability density and cumulative distribution functions

```{r echo=FALSE} -f<-function(x,m1,s1,m2,s2,p){ -y<-p*dlnorm(x,m1,s1)+(1-p)*dlnorm(x,m2,s2) -return(y) +f <- function(x, m1, s1, m2, s2, p) { + y <- p * dlnorm(x, m1, s1) + (1 - p) * dlnorm(x, m2, s2) + return(y) } -conc<-seq(0,5,by=0.0025) -m1=1;s1=.2;m2=1.8;s2=1.5;p=0.25 -plot(conc,f(conc,m1,s1,m2,s2,p),type="l",ylab="Cumulative probability",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,f(conc,0.09,0.5,1,0.08,0.9),col="#F2A61C") -lines(conc,f(conc,0.5,0.5,1,0.08,0.9),col="#1CADF2") -lines(conc,f(conc,0.7,1.5,0.5,0.1,.7),col="#1F1CF2") - -F<-function(x,m1,s1,m2,s2,p){ -y<-p*plnorm(x,m1,s1)+(1-p)*plnorm(x,m2,s2) -return(y) +conc <- seq(0, 5, by = 0.0025) +m1 <- 1 +s1 <- .2 +m2 <- 1.8 +s2 <- 1.5 +p <- 0.25 +plot(conc, f(conc, m1, s1, m2, s2, p), type = "l", ylab = "Cumulative probability", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, f(conc, 0.09, 0.5, 1, 0.08, 0.9), col = "#F2A61C") +lines(conc, f(conc, 0.5, 0.5, 1, 0.08, 0.9), col = "#1CADF2") +lines(conc, f(conc, 0.7, 1.5, 0.5, 0.1, .7), col = "#1F1CF2") + +F <- function(x, m1, s1, m2, s2, p) { + y <- p * plnorm(x, m1, s1) + (1 - p) * plnorm(x, m2, s2) + return(y) } -conc<-seq(0,10,by=0.0025) -m1=1;s1=.2;m2=1.8;s2=1.5;p=0.25 -plot(conc,F(conc,m1,s1,m2,s2,p),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,F(conc,0.09,0.5,1,0.08,0.9),col="#F2A61C") -lines(conc,F(conc,0.5,0.5,1,0.08,0.9),col="#1CADF2") -lines(conc,F(conc,0.7,1.5,0.5,0.1,.7),col="#1F1CF2") - +conc <- seq(0, 10, by = 0.0025) +m1 <- 1 +s1 <- .2 +m2 <- 1.8 +s2 <- 1.5 +p <- 0.25 +plot(conc, F(conc, m1, s1, m2, s2, p), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, F(conc, 0.09, 0.5, 1, 0.08, 0.9), col = "#F2A61C") +lines(conc, F(conc, 0.5, 0.5, 1, 0.08, 0.9), col = "#1CADF2") +lines(conc, F(conc, 0.7, 1.5, 0.5, 0.1, .7), col = "#1F1CF2") ```
As can be see from the plot above, the mixture distributions provide a highly flexible means of modelling *bimodality* in an emprical SSD. This happens, for example, when the toxicity data for some toxicant include both animal and plant species, or there are different modes of action operating. Unfortunately, this increased flexibilty comes with a high penalty in the model-averaging process. The combination of small sample sizes and a high parameter count (typically 5 or more) means that mixture distributions will be down-weighted - even when they do a good job at describing the data. For this reason, when attempting to model bimodal data, we suggest looking at the fit using the default set of distributions and then examining the fit with just one of either the log-normal mixture or the log-logistic mixture. Keep in mind that this should only be done if the sample size is not pathologically small. As a guide, Prof. David Fox recommends as an *absolute minimum* $n \ge 3k + 1$ but preferably $n \ge 5k + 1$ where $k$ is the number of model parameters. @@ -302,20 +310,27 @@ The lognormal distribution was selected as the starting distribution given the d

Sample lognormal probability density and cumulative distribution functions

```{r echo=FALSE} -conc<-seq(0,10,by=0.005) -m1=1;s1=.2;m2=1.8;s2=1.5;p=0.25 -plot(conc,dlnorm(conc,m1,s1),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,dlnorm(conc,0.4,2),col="#F2A61C") -lines(conc,dlnorm(conc,m1*2,s1),col="#1CADF2") -lines(conc,dlnorm(conc,0.9,1.5),col="#1F1CF2") - -conc<-seq(0,10,by=0.005) -m1=1;s1=.2;m2=1.8;s2=1.5;p=0.25 -plot(conc,plnorm(conc,m1,s1),type="l",ylab="Cumulative probability",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,plnorm(conc,0.4,2),col="#F2A61C") -lines(conc,plnorm(conc,m1*2,s1),col="#1CADF2") -lines(conc,plnorm(conc,0.9,1.5),col="#1F1CF2") - +conc <- seq(0, 10, by = 0.005) +m1 <- 1 +s1 <- .2 +m2 <- 1.8 +s2 <- 1.5 +p <- 0.25 +plot(conc, dlnorm(conc, m1, s1), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, dlnorm(conc, 0.4, 2), col = "#F2A61C") +lines(conc, dlnorm(conc, m1 * 2, s1), col = "#1CADF2") +lines(conc, dlnorm(conc, 0.9, 1.5), col = "#1F1CF2") + +conc <- seq(0, 10, by = 0.005) +m1 <- 1 +s1 <- .2 +m2 <- 1.8 +s2 <- 1.5 +p <- 0.25 +plot(conc, plnorm(conc, m1, s1), type = "l", ylab = "Cumulative probability", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, plnorm(conc, 0.4, 2), col = "#F2A61C") +lines(conc, plnorm(conc, m1 * 2, s1), col = "#1CADF2") +lines(conc, plnorm(conc, 0.9, 1.5), col = "#1F1CF2") ``` #### Log-logistic distribution @@ -368,28 +383,29 @@ We included it because it has wider tails than the log-normal and because it is

Sample Log-logistic probability density and cumulative distribution functions

```{r echo=FALSE} -f<-function(x,a,b){ -z1<-(x/a)^(b-1);z2<-(x/a)^b -y<-(b/a)*z1/(1+z2)^2 -return(y) +f <- function(x, a, b) { + z1 <- (x / a)^(b - 1) + z2 <- (x / a)^b + y <- (b / a) * z1 / (1 + z2)^2 + return(y) } -conc<-seq(0,10,by=0.005) -plot(conc,f(conc,3.2,3.5),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,1.1)) -lines(conc,f(conc,1.5,1.5),col="#F2A61C") -lines(conc,f(conc,1,1),col="#1CADF2") -lines(conc,f(conc,1,4),col="#1F1CF2") +conc <- seq(0, 10, by = 0.005) +plot(conc, f(conc, 3.2, 3.5), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1.1)) +lines(conc, f(conc, 1.5, 1.5), col = "#F2A61C") +lines(conc, f(conc, 1, 1), col = "#1CADF2") +lines(conc, f(conc, 1, 4), col = "#1F1CF2") -F<-function(x,a,b){ -z2<-(x/a)^(-b) -y<-1/(1+z2) -return(y) +F <- function(x, a, b) { + z2 <- (x / a)^(-b) + y <- 1 / (1 + z2) + return(y) } -conc<-seq(0,10,by=0.005) -plot(conc,F(conc,3.2,3.5),type="l",ylab="Cumulative probability",xlab="Concentration",col="#FF5733",ylim=c(0,1.1)) -lines(conc,F(conc,1.5,1.5),col="#F2A61C") -lines(conc,F(conc,1,1),col="#1CADF2") -lines(conc,F(conc,1,4),col="#1F1CF2") +conc <- seq(0, 10, by = 0.005) +plot(conc, F(conc, 3.2, 3.5), type = "l", ylab = "Cumulative probability", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1.1)) +lines(conc, F(conc, 1.5, 1.5), col = "#F2A61C") +lines(conc, F(conc, 1, 1), col = "#1CADF2") +lines(conc, F(conc, 1, 4), col = "#1F1CF2") ``` @@ -419,18 +435,17 @@ The gamma distribution can be fitted using `ssdtools` by supplying the string "

Sample gamma probability density and cumulative distribution functions

```{r echo=FALSE} - -conc<-seq(0,10,by=0.005) -plot(conc,dgamma(conc,5,5),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,1.1)) -lines(conc,dgamma(conc,4,1),col="#F2A61C") -lines(conc,dgamma(conc,0.9,1),col="#1CADF2") -lines(conc,dgamma(conc,2,1.),col="#1F1CF2") - -conc<-seq(0,10,by=0.005) -plot(conc,pgamma(conc,5,5),type="l",ylab="Cumulative probability",xlab="Concentration",col="#FF5733",ylim=c(0,1.1)) -lines(conc,pgamma(conc,4,1),col="#F2A61C") -lines(conc,pgamma(conc,0.9,1),col="#1CADF2") -lines(conc,pgamma(conc,2,1.),col="#1F1CF2") +conc <- seq(0, 10, by = 0.005) +plot(conc, dgamma(conc, 5, 5), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1.1)) +lines(conc, dgamma(conc, 4, 1), col = "#F2A61C") +lines(conc, dgamma(conc, 0.9, 1), col = "#1CADF2") +lines(conc, dgamma(conc, 2, 1.), col = "#1F1CF2") + +conc <- seq(0, 10, by = 0.005) +plot(conc, pgamma(conc, 5, 5), type = "l", ylab = "Cumulative probability", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1.1)) +lines(conc, pgamma(conc, 4, 1), col = "#F2A61C") +lines(conc, pgamma(conc, 0.9, 1), col = "#1CADF2") +lines(conc, pgamma(conc, 2, 1.), col = "#1F1CF2") ```
@@ -461,28 +476,27 @@ The two-parameter log-gumbel distribution has the following *pdf* and *cdf*:

Sample log-Gumbel probability density and cumulative distribution functions

```{r echo=FALSE} - -f<-function(x,a,b){ -y<-b*exp(-(a*x)^(-b))/(a^b*x^(b+1)) -return(y) +f <- function(x, a, b) { + y <- b * exp(-(a * x)^(-b)) / (a^b * x^(b + 1)) + return(y) } -conc<-seq(0,10,by=0.005) -plot(conc,f(conc,0.2,5),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,1.1)) -lines(conc,f(conc,0.5,1.5),col="#F2A61C") -lines(conc,f(conc,1,2),col="#1CADF2") -lines(conc,f(conc,10,.5),col="#1F1CF2") +conc <- seq(0, 10, by = 0.005) +plot(conc, f(conc, 0.2, 5), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1.1)) +lines(conc, f(conc, 0.5, 1.5), col = "#F2A61C") +lines(conc, f(conc, 1, 2), col = "#1CADF2") +lines(conc, f(conc, 10, .5), col = "#1F1CF2") -F<-function(x,a,b){ -y<-exp(-(a*x)^(-b)) -return(y) +F <- function(x, a, b) { + y <- exp(-(a * x)^(-b)) + return(y) } -conc<-seq(0,10,by=0.005) -plot(conc,F(conc,0.2,5),type="l",ylab="Cumulative probability",xlab="Concentration",col="#FF5733",ylim=c(0,1.1)) -lines(conc,F(conc,0.5,1.5),col="#F2A61C") -lines(conc,F(conc,1,2),col="#1CADF2") -lines(conc,F(conc,10,.5),col="#1F1CF2") +conc <- seq(0, 10, by = 0.005) +plot(conc, F(conc, 0.2, 5), type = "l", ylab = "Cumulative probability", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1.1)) +lines(conc, F(conc, 0.5, 1.5), col = "#F2A61C") +lines(conc, F(conc, 1, 2), col = "#1CADF2") +lines(conc, F(conc, 10, .5), col = "#1F1CF2") ```
@@ -525,27 +539,27 @@ The second parameterisation in which the *product* $b\eta$ in the formulae above

Sample Gompertz probability density and cumulative distribution functions

```{r echo=FALSE} -f<-function(x,n,b){ -y<-n*b*exp(n+b*x-n*exp(b*x)) -return(y) +f <- function(x, n, b) { + y <- n * b * exp(n + b * x - n * exp(b * x)) + return(y) } -conc<-seq(0,10,by=0.005) -plot(conc,f(conc,0.089,1.25),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,2)) -lines(conc,f(conc,0.001,3.5),col="#F2A61C") -lines(conc,f(conc,0.0005,1.1),col="#1CADF2") -lines(conc,f(conc,0.01,5),col="#1F1CF2") +conc <- seq(0, 10, by = 0.005) +plot(conc, f(conc, 0.089, 1.25), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 2)) +lines(conc, f(conc, 0.001, 3.5), col = "#F2A61C") +lines(conc, f(conc, 0.0005, 1.1), col = "#1CADF2") +lines(conc, f(conc, 0.01, 5), col = "#1F1CF2") -F<-function(x,n,b){ -y<-1-exp(-n*exp(b*x-1)) -return(y) +F <- function(x, n, b) { + y <- 1 - exp(-n * exp(b * x - 1)) + return(y) } -conc<-seq(0,10,by=0.005) -plot(conc,F(conc,0.089,1.25),type="l",ylab="Cumulative probability",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,F(conc,0.001,3.5),col="#F2A61C") -lines(conc,F(conc,0.0005,1.1),col="#1CADF2") -lines(conc,F(conc,0.01,5),col="#1F1CF2") +conc <- seq(0, 10, by = 0.005) +plot(conc, F(conc, 0.089, 1.25), type = "l", ylab = "Cumulative probability", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, F(conc, 0.001, 3.5), col = "#F2A61C") +lines(conc, F(conc, 0.0005, 1.1), col = "#1CADF2") +lines(conc, F(conc, 0.01, 5), col = "#1F1CF2") ``` The Gompertz distribution is available in `ssdtools`, however parameter estimation can be somewhat unstable [@fox_methodologies_2021], and for this reason it is not currently included in the default set. @@ -577,17 +591,17 @@ The Weibull distribution can be fitted in `ssdtools` by supplying the string `w

Sample Weibull probability density and cumulative distribution functions

```{r echo=FALSE} -conc<-seq(0,10,by=0.005) -plot(conc,dweibull(conc,4.321,4.949),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,dweibull(conc,0.838,0.911),col="#F2A61C") -lines(conc,dweibull(conc,1,1.546),col="#1CADF2") -lines(conc,dweibull(conc,17.267,7.219),col="#1F1CF2") - -conc<-seq(0,10,by=0.005) -plot(conc,pweibull(conc,4.321,4.949),type="l",ylab="Cumulative probability",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,pweibull(conc,0.838,0.911),col="#F2A61C") -lines(conc,pweibull(conc,1,1.546),col="#1CADF2") -lines(conc,pweibull(conc,17.267,7.219),col="#1F1CF2") +conc <- seq(0, 10, by = 0.005) +plot(conc, dweibull(conc, 4.321, 4.949), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, dweibull(conc, 0.838, 0.911), col = "#F2A61C") +lines(conc, dweibull(conc, 1, 1.546), col = "#1CADF2") +lines(conc, dweibull(conc, 17.267, 7.219), col = "#1F1CF2") + +conc <- seq(0, 10, by = 0.005) +plot(conc, pweibull(conc, 4.321, 4.949), type = "l", ylab = "Cumulative probability", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, pweibull(conc, 0.838, 0.911), col = "#F2A61C") +lines(conc, pweibull(conc, 1, 1.546), col = "#1CADF2") +lines(conc, pweibull(conc, 17.267, 7.219), col = "#1F1CF2") ``` @@ -650,18 +664,17 @@ Because it is *bounded*, the North American version of the (Inverse)Pareto distr

Sample North American Pareto probability density and cumulative distribution functions

```{r echo=FALSE} -conc<-seq(0,10,by=0.005) -plot(conc,extraDistr::dpareto(conc,3,2),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,1.5)) -lines(conc,extraDistr::dpareto(conc,0.838,0.911),col="#F2A61C") -lines(conc,extraDistr::dpareto(conc,4,4),col="#1CADF2") -lines(conc,extraDistr::dpareto(conc,10,7),col="#1F1CF2") - -conc<-seq(0,10,by=0.005) -plot(conc,extraDistr::ppareto(conc,3,2),type="l",ylab="Cumulative probability",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,extraDistr::ppareto(conc,0.838,0.911),col="#F2A61C") -lines(conc,extraDistr::ppareto(conc,4,4),col="#1CADF2") -lines(conc,extraDistr::ppareto(conc,10,7),col="#1F1CF2") - +conc <- seq(0, 10, by = 0.005) +plot(conc, extraDistr::dpareto(conc, 3, 2), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1.5)) +lines(conc, extraDistr::dpareto(conc, 0.838, 0.911), col = "#F2A61C") +lines(conc, extraDistr::dpareto(conc, 4, 4), col = "#1CADF2") +lines(conc, extraDistr::dpareto(conc, 10, 7), col = "#1F1CF2") + +conc <- seq(0, 10, by = 0.005) +plot(conc, extraDistr::ppareto(conc, 3, 2), type = "l", ylab = "Cumulative probability", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, extraDistr::ppareto(conc, 0.838, 0.911), col = "#F2A61C") +lines(conc, extraDistr::ppareto(conc, 4, 4), col = "#1CADF2") +lines(conc, extraDistr::ppareto(conc, 10, 7), col = "#1F1CF2") ```
We see from the *pdf* plots that the @@ -669,28 +682,27 @@ lines(conc,extraDistr::ppareto(conc,10,7),col="#1F1CF2")

Sample North American inverse Pareto probability density and cumulative distribution functions

```{r echo=FALSE} - -f<-function(x,a,b){ -y<-a*(b^a)*x^(a-1) -return(y) +f <- function(x, a, b) { + y <- a * (b^a) * x^(a - 1) + return(y) } -conc<-seq(0,10,by=0.001) -plot(conc,f(conc,5,0.1),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,0.5)) -lines(conc,f(conc,3,0.1),col="#F2A61C") -lines(conc,f(conc,0.5,0.1),col="#1CADF2") -lines(conc,f(conc,0.1,0.1),col="#1F1CF2") +conc <- seq(0, 10, by = 0.001) +plot(conc, f(conc, 5, 0.1), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 0.5)) +lines(conc, f(conc, 3, 0.1), col = "#F2A61C") +lines(conc, f(conc, 0.5, 0.1), col = "#1CADF2") +lines(conc, f(conc, 0.1, 0.1), col = "#1F1CF2") -F<-function(x,a,b){ -y<-(b*x)^a -return(y) +F <- function(x, a, b) { + y <- (b * x)^a + return(y) } -conc<-seq(0,10,by=0.001) -plot(conc,F(conc,5,0.1),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,F(conc,3,0.1),col="#F2A61C") -lines(conc,F(conc,0.5,0.1),col="#1CADF2") -lines(conc,F(conc,0.1,0.1),col="#1F1CF2") +conc <- seq(0, 10, by = 0.001) +plot(conc, F(conc, 5, 0.1), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, F(conc, 3, 0.1), col = "#F2A61C") +lines(conc, F(conc, 0.5, 0.1), col = "#1CADF2") +lines(conc, F(conc, 0.1, 0.1), col = "#1F1CF2") ``` @@ -724,36 +736,33 @@ We note in passing that *both* versions of these Pareto and inverse Pareto distr

Sample European Pareto probability density and cumulative distribution functions

```{r echo=FALSE} - -conc<-seq(0,10,by=0.005) -plot(conc,actuar::dpareto(conc,1,1),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,actuar::dpareto(conc,2,3),col="#F2A61C") -lines(conc,actuar::dpareto(conc,0.5,1),col="#1CADF2") -lines(conc,actuar::dpareto(conc,10.5,6.5),col="#1F1CF2") - -conc<-seq(0,10,by=0.005) -plot(conc,actuar::ppareto(conc,1,1),type="l",ylab="Cumulative probability",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,actuar::ppareto(conc,2,3),col="#F2A61C") -lines(conc,actuar::ppareto(conc,0.5,1),col="#1CADF2") -lines(conc,actuar::ppareto(conc,10.5,6.5),col="#1F1CF2") - +conc <- seq(0, 10, by = 0.005) +plot(conc, actuar::dpareto(conc, 1, 1), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, actuar::dpareto(conc, 2, 3), col = "#F2A61C") +lines(conc, actuar::dpareto(conc, 0.5, 1), col = "#1CADF2") +lines(conc, actuar::dpareto(conc, 10.5, 6.5), col = "#1F1CF2") + +conc <- seq(0, 10, by = 0.005) +plot(conc, actuar::ppareto(conc, 1, 1), type = "l", ylab = "Cumulative probability", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, actuar::ppareto(conc, 2, 3), col = "#F2A61C") +lines(conc, actuar::ppareto(conc, 0.5, 1), col = "#1CADF2") +lines(conc, actuar::ppareto(conc, 10.5, 6.5), col = "#1F1CF2") ```

Sample European inverse Pareto probability density and cumulative distribution functions

```{r echo=FALSE,fig.align='center',fig.width=7,fig.height=5} - -conc<-seq(0,10,by=0.001) -plot(conc,actuar::dinvpareto(conc,1,1),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,0.8)) -lines(conc,actuar::dinvpareto(conc,1,3),col="#F2A61C") -lines(conc,actuar::dinvpareto(conc,10,0.1),col="#1CADF2") -lines(conc,actuar::dinvpareto(conc,2.045,0.98),col="#1F1CF2") - -conc<-seq(0,10,by=0.001) -plot(conc,actuar::pinvpareto(conc,1,1),type="l",ylab="Probability density",xlab="Concentration",col="#FF5733",ylim=c(0,1)) -lines(conc,actuar::pinvpareto(conc,1,3),col="#F2A61C") -lines(conc,actuar::pinvpareto(conc,10,0.1),col="#1CADF2") -lines(conc,actuar::pinvpareto(conc,2.045,0.98),col="#1F1CF2") +conc <- seq(0, 10, by = 0.001) +plot(conc, actuar::dinvpareto(conc, 1, 1), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 0.8)) +lines(conc, actuar::dinvpareto(conc, 1, 3), col = "#F2A61C") +lines(conc, actuar::dinvpareto(conc, 10, 0.1), col = "#1CADF2") +lines(conc, actuar::dinvpareto(conc, 2.045, 0.98), col = "#1F1CF2") + +conc <- seq(0, 10, by = 0.001) +plot(conc, actuar::pinvpareto(conc, 1, 1), type = "l", ylab = "Probability density", xlab = "Concentration", col = "#FF5733", ylim = c(0, 1)) +lines(conc, actuar::pinvpareto(conc, 1, 3), col = "#F2A61C") +lines(conc, actuar::pinvpareto(conc, 10, 0.1), col = "#1CADF2") +lines(conc, actuar::pinvpareto(conc, 2.045, 0.98), col = "#1F1CF2") ``` diff --git a/vignettes/model-averaging.Rmd b/vignettes/model-averaging.Rmd index dd95903e..bd050a3f 100644 --- a/vignettes/model-averaging.Rmd +++ b/vignettes/model-averaging.Rmd @@ -102,39 +102,35 @@ The *weighted average* acknowledges that the elements in the computation are ```{r echo=FALSE,warning=FALSE, message=FALSE,class.output="scroll-100"} -samp<-c(1.73,0.57,0.33,0.28,0.3,0.29,2.15,0.8,0.76,0.54,0.42,0.83,0.21,0.18,0.59) - print(samp) +samp <- c(1.73, 0.57, 0.33, 0.28, 0.3, 0.29, 2.15, 0.8, 0.76, 0.54, 0.42, 0.83, 0.21, 0.18, 0.59) +print(samp) # knitr::kable(samp,caption="Some toxicity data (concentrations)") ``` Now, suppose we have only two possibilities for fitting an SSD - both lognormal distributions. Model 1 is the LN(-1.067,0.414) distribution while Model 2 is the LN(-0.387,0.617) distribution. A plot of the empirical *cdf* and Models 1 and 2 is shown below. ```{r echo=FALSE,fig.cap="Emprirical cdf (black); Model 1(green); and Model 2 (blue)", fig.width=7,fig.height=4.5} -samp<-c(1.73,0.57,0.33,0.28,0.3,0.29,2.15,0.8,0.76,0.54,0.42,0.83,0.21,0.18,0.59) -samp<-sort(samp) -plot(ecdf(samp),main="Empirical and fitted SSDs",xlab="Concentration",ylab="Probability") -xx<-seq(0.01,3,by=0.01) -lines(xx,plnorm(xx,meanlog=mean(log(samp[1:10])),sd=sd(log(samp[1:10]))),col= "#77d408" ) -lines(xx,plnorm(xx,meanlog=mean(log(samp[5:15])),sd=sd(log(samp[5:15]))),col="#08afd4") -#lines(xx,(0.4419*plnorm(xx,meanlog=mean(log(samp[5:15])),sd=sd(log(samp[5:15])))+ +samp <- c(1.73, 0.57, 0.33, 0.28, 0.3, 0.29, 2.15, 0.8, 0.76, 0.54, 0.42, 0.83, 0.21, 0.18, 0.59) +samp <- sort(samp) +plot(ecdf(samp), main = "Empirical and fitted SSDs", xlab = "Concentration", ylab = "Probability") +xx <- seq(0.01, 3, by = 0.01) +lines(xx, plnorm(xx, meanlog = mean(log(samp[1:10])), sd = sd(log(samp[1:10]))), col = "#77d408") +lines(xx, plnorm(xx, meanlog = mean(log(samp[5:15])), sd = sd(log(samp[5:15]))), col = "#08afd4") +# lines(xx,(0.4419*plnorm(xx,meanlog=mean(log(samp[5:15])),sd=sd(log(samp[5:15])))+ # 0.5581*plnorm(xx,meanlog=mean(log(samp[1:10])),sd=sd(log(samp[1:10])))) ,col="#d40830") - - ```
We see that Model 1 fits well in the lower, left region and poorly in the upper region, while the reverse is true for Model 2. So using *either* Model 1 **or** Model 2 is going to result in a poor fit overall. However, the obvious thing to do is to **combine** both models. We could just try using 50% of Model 1 and 50% of Model 2, but that may be sub-optimal. It turns out that the best fit is obtained by using 44% of Model 1 and 56% of Model 2. Redrawing the plot and adding the *weighted average* of Models 1 and 2 is shown below. ```{r echo=FALSE,fig.cap="Empirical cdf (black); Model 1(green); Model 2 (blue); and averaged Model (red)",fig.width=7,fig.height=4.5} -samp<-c(1.73,0.57,0.33,0.28,0.3,0.29,2.15,0.8,0.76,0.54,0.42,0.83,0.21,0.18,0.59) -samp<-sort(samp) -plot(ecdf(samp),main="Empirical and fitted SSDs",xlab="Concentration",ylab="Probability") -xx<-seq(0.01,3,by=0.01) -lines(xx,plnorm(xx,meanlog=mean(log(samp[1:10])),sd=sd(log(samp[1:10]))),col= "#77d408" ) -lines(xx,plnorm(xx,meanlog=mean(log(samp[5:15])),sd=sd(log(samp[5:15]))),col="#08afd4") -lines(xx,(0.4419*plnorm(xx,meanlog=mean(log(samp[5:15])),sd=sd(log(samp[5:15])))+ - 0.5581*plnorm(xx,meanlog=mean(log(samp[1:10])),sd=sd(log(samp[1:10])))) ,col="#d40830") - - +samp <- c(1.73, 0.57, 0.33, 0.28, 0.3, 0.29, 2.15, 0.8, 0.76, 0.54, 0.42, 0.83, 0.21, 0.18, 0.59) +samp <- sort(samp) +plot(ecdf(samp), main = "Empirical and fitted SSDs", xlab = "Concentration", ylab = "Probability") +xx <- seq(0.01, 3, by = 0.01) +lines(xx, plnorm(xx, meanlog = mean(log(samp[1:10])), sd = sd(log(samp[1:10]))), col = "#77d408") +lines(xx, plnorm(xx, meanlog = mean(log(samp[5:15])), sd = sd(log(samp[5:15]))), col = "#08afd4") +lines(xx, (0.4419 * plnorm(xx, meanlog = mean(log(samp[5:15])), sd = sd(log(samp[5:15]))) + + 0.5581 * plnorm(xx, meanlog = mean(log(samp[1:10])), sd = sd(log(samp[1:10])))), col = "#d40830") ```
Clearly the strategy has worked - we now have an excellent fitting SSD.What about estimation of an *HC20*? @@ -142,28 +138,29 @@ lines(xx,(0.4419*plnorm(xx,meanlog=mean(log(samp[5:15])),sd=sd(log(samp[5:15]))) ```{r, echo=TRUE} # Model 1 HC20 -cat("Model 1 HC20 =",qlnorm(0.2,-1.067,0.414)) +cat("Model 1 HC20 =", qlnorm(0.2, -1.067, 0.414)) # Model 2 HC20 -cat("Model 2 HC20 =",qlnorm(0.2,-0.387,0.617)) +cat("Model 2 HC20 =", qlnorm(0.2, -0.387, 0.617)) ``` What about the averaged distribution? An intuitively appealing approach would be to apply the same weights to the individual *HC20* values as was applied to the respective models. That is `0.44*0.2428209 + 0.56*0.4040243 = 0.33`. So our model-averaged *HC20* estimate is 0.33. As a check, we can determine the *fraction affected* at concentration = 0.33 - it should of course be 20%. Let's take a look at the plot. ```{r echo=FALSE,fig.width=7,fig.height=5} -samp<-c(1.73,0.57,0.33,0.28,0.3,0.29,2.15,0.8,0.76,0.54,0.42,0.83,0.21,0.18,0.59) -samp<-sort(samp) -xx<-seq(0.01,3,by=0.01) - - -plot(xx,(0.4419*plnorm(xx,meanlog=mean(log(samp[5:15])),sd=sd(log(samp[5:15])))+ - 0.5581*plnorm(xx,meanlog=mean(log(samp[1:10])),sd=sd(log(samp[1:10])))) , - col="#d40830",type="l",xlab="Concentration",ylab="Probability") -segments(0.33,-1,0.33,0.292,col="blue",lty=21) -segments(-1,0.292,0.33,0.292,col="blue",lty=21) -mtext("0.3",side=2,at=0.3,cex=0.8,col="blue") -mtext("0.33",side=1,at=0.33,cex=0.8,col="blue") +samp <- c(1.73, 0.57, 0.33, 0.28, 0.3, 0.29, 2.15, 0.8, 0.76, 0.54, 0.42, 0.83, 0.21, 0.18, 0.59) +samp <- sort(samp) +xx <- seq(0.01, 3, by = 0.01) + + +plot(xx, (0.4419 * plnorm(xx, meanlog = mean(log(samp[5:15])), sd = sd(log(samp[5:15]))) + + 0.5581 * plnorm(xx, meanlog = mean(log(samp[1:10])), sd = sd(log(samp[1:10])))), +col = "#d40830", type = "l", xlab = "Concentration", ylab = "Probability" +) +segments(0.33, -1, 0.33, 0.292, col = "blue", lty = 21) +segments(-1, 0.292, 0.33, 0.292, col = "blue", lty = 21) +mtext("0.3", side = 2, at = 0.3, cex = 0.8, col = "blue") +mtext("0.33", side = 1, at = 0.33, cex = 0.8, col = "blue") ``` Something's wrong - the fraction affected at concentration 0.33 is 30% - **not the required 20%**. This issue is taken up in the next section @@ -193,26 +190,26 @@ If you need a visual demonstration, we can plot $G\left( x \right)$ and the *inv ```{r echo=FALSE, fig.width=8,fig.height=6} -t<-seq(0.01,0.99,by=0.001) +t <- seq(0.01, 0.99, by = 0.001) - -F<-0.4419*qlnorm(t,-1.067,0.414) + 0.5581*qlnorm(t,-0.387,0.617) -plot(xx,(0.4419*plnorm(xx,meanlog=mean(log(samp[5:15])),sd=sd(log(samp[5:15])))+ - 0.5581*plnorm(xx,meanlog=mean(log(samp[1:10])),sd=sd(log(samp[1:10])))) , - col="#d40830",type="l",xlab="Concentration",ylab="Probability") +F <- 0.4419 * qlnorm(t, -1.067, 0.414) + 0.5581 * qlnorm(t, -0.387, 0.617) -lines(F,t,col="#51c157",lwd=1.75) +plot(xx, (0.4419 * plnorm(xx, meanlog = mean(log(samp[5:15])), sd = sd(log(samp[5:15]))) + + 0.5581 * plnorm(xx, meanlog = mean(log(samp[1:10])), sd = sd(log(samp[1:10])))), +col = "#d40830", type = "l", xlab = "Concentration", ylab = "Probability" +) -segments(-1,0.2,0.34,0.2,col="black",lty=21,lwd=2) -segments(0.28,0.2,0.28,-1,col="red",lty=21,lwd=2) -segments(0.34,0.2,0.34,-1,col="#51c157",lty=21,lwd=2) -segments(1.12,-1,1.12,0.9,col="grey",lty=21,lwd=1.7) +lines(F, t, col = "#51c157", lwd = 1.75) -text(0.25,0.6,"Correct MA-SSD",col="red",cex=0.75) -text(0.75,0.4,"Erroneous MA-SSD",col="#51c157",cex=0.75) -mtext("1.12",side=1,at=1.12,cex=0.8,col="grey") +segments(-1, 0.2, 0.34, 0.2, col = "black", lty = 21, lwd = 2) +segments(0.28, 0.2, 0.28, -1, col = "red", lty = 21, lwd = 2) +segments(0.34, 0.2, 0.34, -1, col = "#51c157", lty = 21, lwd = 2) +segments(1.12, -1, 1.12, 0.9, col = "grey", lty = 21, lwd = 1.7) +text(0.25, 0.6, "Correct MA-SSD", col = "red", cex = 0.75) +text(0.75, 0.4, "Erroneous MA-SSD", col = "#51c157", cex = 0.75) +mtext("1.12", side = 1, at = 1.12, cex = 0.8, col = "grey") ``` Clearly, the two functions are **not** the same and thus *HCx* values derived from each will nearly always be different (as indicated by the positions of the vertical red and green dashed lines in the Figure above corresponding to the 2 values of the *HC20*). (Note: The two curves do cross over at a concentration of about 1.12 corresponding to the 90^th^ percentile, but in the region of ecotoxicological interest, there is no such cross-over and so the two approaches will **always** yield different *HCx* values with this difference → 0 as x → 0).

WE next discuss the use of a model-averaged SSD to obtain the *correct* model-averaged *HCx*. @@ -260,27 +257,26 @@ This is a little more complex, although we'll try to provide a non-mathematical

This time, we'll look at fitting a gamma, lognormal, and pareto distribution to our sample data: ```{r echo=FALSE,warning=FALSE, results="markup",message=FALSE,class.output="scroll-100"} -samp<-c(1.73,0.57,0.33,0.28,0.3,0.29,2.15,0.8,0.76,0.54,0.42,0.83,0.21,0.18,0.59) - print(samp) +samp <- c(1.73, 0.57, 0.33, 0.28, 0.3, 0.29, 2.15, 0.8, 0.76, 0.54, 0.42, 0.83, 0.21, 0.18, 0.59) +print(samp) # knitr::kable(samp,caption="Some toxicity data (concentrations)") ```
The adequacy (or otherwise) of a fitted model can be assessed using a variety of numerical measures known as **goodness-of-fit** or GoF statistics. These are invariably based on a measure of discrepancy between the emprical data and the hypothesized model. Common GoF statistics used to test whether the hypothesis of some specified theoretical probability distribution is plausible for a given data set include: *Kolmogorov-Smirnov test; Anderson-Darling test; Shapiro-Wilk test;and Cramer-von Mises test*. [The Cramer-von Mises](https://en.wikipedia.org/wiki/Cram%C3%A9r%E2%80%93von_Mises_criterion) test is a good choice and is readily performed using the `cvm.test()` function in the `goftest` package in `R` as follows: ```{r, echo=TRUE,results='hide',warning=FALSE,message=FALSE} -dat<-data.frame(Conc=c(1.73,0.57,0.33,0.28,0.3,0.29,2.15,0.8,0.76,0.54,0.42,0.83,0.21,0.18,0.59)) +dat <- data.frame(Conc = c(1.73, 0.57, 0.33, 0.28, 0.3, 0.29, 2.15, 0.8, 0.76, 0.54, 0.42, 0.83, 0.21, 0.18, 0.59)) library(goftest) -library(EnvStats) # this is required for the Pareto cdf (ppareto) +library(EnvStats) # this is required for the Pareto cdf (ppareto) # Examine the fit for the gamma distribution (NB: parameters estimated from the data) -cvm.test(dat$Conc,null = "pgamma",shape = 2.0591977,scale = 0.3231032,estimated = TRUE) +cvm.test(dat$Conc, null = "pgamma", shape = 2.0591977, scale = 0.3231032, estimated = TRUE) # Examine the fit for the lognormal distribution (NB: parameters estimated from the data) -cvm.test(dat$Conc,null = "plnorm",meanlog=-0.6695120,sd=0.7199573,estimated = TRUE) +cvm.test(dat$Conc, null = "plnorm", meanlog = -0.6695120, sd = 0.7199573, estimated = TRUE) # Examine the fit for the Pareto distribution (NB: parameters estimated from the data) -cvm.test(dat$Conc,null = "ppareto",location = 0.1800000,shape = 0.9566756,estimated = TRUE) - +cvm.test(dat$Conc, null = "ppareto", location = 0.1800000, shape = 0.9566756, estimated = TRUE) ``` ``` @@ -319,17 +315,15 @@ From this output and using a level of significance of $p = 0.05$, we see that no ```{r echo=FALSE,fig.cap="Emprirical cdf (black); lognormal (green); gamma (blue); and Pareeto (red)", fig.width=7,fig.height=4.5} library(EnvStats) -samp<-c(1.73,0.57,0.33,0.28,0.3,0.29,2.15,0.8,0.76,0.54,0.42,0.83,0.21,0.18,0.59) -samp<-sort(samp) -plot(ecdf(samp),main="Empirical and fitted SSDs",xlab="Concentration",ylab="Probability") -xx<-seq(0.01,3,by=0.01) -lines(xx,plnorm(xx,meanlog=-0.6695120,sd=0.7199573),col= "#77d408" ) -lines(xx,pgamma(xx,shape = 2.0591977,scale = 0.3231032),col="#08afd4") -lines(xx,ppareto(xx, location = 0.1800000,shape = 0.9566756),col="red") -#lines(xx,(0.4419*plnorm(xx,meanlog=mean(log(samp[5:15])),sd=sd(log(samp[5:15])))+ +samp <- c(1.73, 0.57, 0.33, 0.28, 0.3, 0.29, 2.15, 0.8, 0.76, 0.54, 0.42, 0.83, 0.21, 0.18, 0.59) +samp <- sort(samp) +plot(ecdf(samp), main = "Empirical and fitted SSDs", xlab = "Concentration", ylab = "Probability") +xx <- seq(0.01, 3, by = 0.01) +lines(xx, plnorm(xx, meanlog = -0.6695120, sd = 0.7199573), col = "#77d408") +lines(xx, pgamma(xx, shape = 2.0591977, scale = 0.3231032), col = "#08afd4") +lines(xx, ppareto(xx, location = 0.1800000, shape = 0.9566756), col = "red") +# lines(xx,(0.4419*plnorm(xx,meanlog=mean(log(samp[5:15])),sd=sd(log(samp[5:15])))+ # 0.5581*plnorm(xx,meanlog=mean(log(samp[1:10])),sd=sd(log(samp[1:10])))) ,col="#d40830") - - ```

@@ -348,27 +342,27 @@ where $k$ is the number of model parameters and $\ell$ is the *likelihood* for t ```{r, echo=TRUE} -sum(log(dgamma(dat$Conc,shape = 2.0591977,scale = 0.3231032))) -sum(log(dlnorm(dat$Conc, meanlog = -0.6695120,sdlog = 0.7199573))) -sum(log(EnvStats::dpareto(dat$Conc,location = 0.1800000, shape=0.9566756))) +sum(log(dgamma(dat$Conc, shape = 2.0591977, scale = 0.3231032))) +sum(log(dlnorm(dat$Conc, meanlog = -0.6695120, sdlog = 0.7199573))) +sum(log(EnvStats::dpareto(dat$Conc, location = 0.1800000, shape = 0.9566756))) ``` From which the *AIC* values readily follow: ```{r echo=FALSE,results='markup'} -dat<-c(1.73,0.57,0.33,0.28,0.3,0.29,2.15,0.8,0.76,0.54,0.42,0.83,0.21,0.18,0.59) -k<-2 # number of parameters for each of the distributions +dat <- c(1.73, 0.57, 0.33, 0.28, 0.3, 0.29, 2.15, 0.8, 0.76, 0.54, 0.42, 0.83, 0.21, 0.18, 0.59) +k <- 2 # number of parameters for each of the distributions # Gamma distribution -aic1<-2*k-2*sum(log(dgamma(dat,shape = 2.0591977,scale = 0.3231032))) -cat("AIC for gamma distribution =",aic1,"\n") +aic1 <- 2 * k - 2 * sum(log(dgamma(dat, shape = 2.0591977, scale = 0.3231032))) +cat("AIC for gamma distribution =", aic1, "\n") # lognormal distribution -aic2<-2*k-2*sum(log(dlnorm(dat, meanlog = -0.6695120,sdlog = 0.7199573))) -cat("AIC for lognormal distribution =",aic2,"\n") +aic2 <- 2 * k - 2 * sum(log(dlnorm(dat, meanlog = -0.6695120, sdlog = 0.7199573))) +cat("AIC for lognormal distribution =", aic2, "\n") # Pareto distribution -aic3<-2*k-2*sum(log(EnvStats::dpareto(dat,location = 0.1800000, shape=0.9566756))) -cat("AIC for Pareto distribution =",aic3,"\n") +aic3 <- 2 * k - 2 * sum(log(EnvStats::dpareto(dat, location = 0.1800000, shape = 0.9566756))) +cat("AIC for Pareto distribution =", aic3, "\n") ```

@@ -391,25 +385,27 @@ where $AI{C_0}$ is the *AIC* for the **best-fitting** model (i.e.$AI{C_0} = \mat ```{r echo=TRUE,results='hide'} -dat<-c(1.73,0.57,0.33,0.28,0.3,0.29,2.15,0.8,0.76,0.54,0.42,0.83,0.21,0.18,0.59) -aic<-NULL -k<-2 # number of parameters for each of the distributions +dat <- c(1.73, 0.57, 0.33, 0.28, 0.3, 0.29, 2.15, 0.8, 0.76, 0.54, 0.42, 0.83, 0.21, 0.18, 0.59) +aic <- NULL +k <- 2 # number of parameters for each of the distributions -aic[1]<-2*k-2*sum(log(dgamma(dat,shape = 2.0591977,scale = 0.3231032))) # Gamma distribution +aic[1] <- 2 * k - 2 * sum(log(dgamma(dat, shape = 2.0591977, scale = 0.3231032))) # Gamma distribution -aic[2]<-2*k-2*sum(log(dlnorm(dat, meanlog = -0.6695120,sdlog = 0.7199573))) # lognormal distribution +aic[2] <- 2 * k - 2 * sum(log(dlnorm(dat, meanlog = -0.6695120, sdlog = 0.7199573))) # lognormal distribution -aic[3]<-2*k-2*sum(log(EnvStats::dpareto(dat,location = 0.1800000, shape=0.9566756))) # Pareto distribution +aic[3] <- 2 * k - 2 * sum(log(EnvStats::dpareto(dat, location = 0.1800000, shape = 0.9566756))) # Pareto distribution -delta<-aic-min(aic) # compute the delta values +delta <- aic - min(aic) # compute the delta values -aic.w<-exp(-0.5*delta); aic.w<-round(aic.w/sum(aic.w),4) - -cat(" AIC weight for gamma distribution =",aic.w[1],"\n", - "AIC weight for lognormal distribution =",aic.w[2],"\n", - "AIC weight for pareto distribution =",aic.w[3],"\n") +aic.w <- exp(-0.5 * delta) +aic.w <- round(aic.w / sum(aic.w), 4) +cat( + " AIC weight for gamma distribution =", aic.w[1], "\n", + "AIC weight for lognormal distribution =", aic.w[2], "\n", + "AIC weight for pareto distribution =", aic.w[3], "\n" +) ``` ``` AIC weight for gamma distribution = 0.1191 @@ -421,18 +417,17 @@ cat(" AIC weight for gamma distribution =",aic.w[1],"\n", Finally, let's look at the fitted *model-averaged SSD*: ```{r echo=FALSE,fig.cap="Empirical cdf (black) and model-averaged fit (magenta)",fig.width=8,fig.height=5} -samp<-c(1.73,0.57,0.33,0.28,0.3,0.29,2.15,0.8,0.76,0.54,0.42,0.83,0.21,0.18,0.59) -samp<-sort(samp) -plot(ecdf(samp),main="Empirical and fitted SSDs",xlab="Concentration",ylab="Probability") -xx<-seq(0.01,3,by=0.005) - -lines(xx,plnorm(xx,meanlog=-0.6695120,sd=0.7199573),col= "#959495",lty=2 ) -lines(xx,pgamma(xx,shape = 2.0591977,scale = 0.3231032),col="#959495",lty=3) -lines(xx,ppareto(xx, location = 0.1800000,shape = 0.9566756),col="#959495",lty=4) -lines(xx,0.1191*pgamma(xx,shape = 2.0591977,scale = 0.3231032) + - 0.3985*plnorm(xx,meanlog=-0.6695120,sd=0.7199573) + - 0.4824*ppareto(xx, location = 0.1800000,shape= 0.9566756),col="#FF33D5",lwd=1.5) - +samp <- c(1.73, 0.57, 0.33, 0.28, 0.3, 0.29, 2.15, 0.8, 0.76, 0.54, 0.42, 0.83, 0.21, 0.18, 0.59) +samp <- sort(samp) +plot(ecdf(samp), main = "Empirical and fitted SSDs", xlab = "Concentration", ylab = "Probability") +xx <- seq(0.01, 3, by = 0.005) + +lines(xx, plnorm(xx, meanlog = -0.6695120, sd = 0.7199573), col = "#959495", lty = 2) +lines(xx, pgamma(xx, shape = 2.0591977, scale = 0.3231032), col = "#959495", lty = 3) +lines(xx, ppareto(xx, location = 0.1800000, shape = 0.9566756), col = "#959495", lty = 4) +lines(xx, 0.1191 * pgamma(xx, shape = 2.0591977, scale = 0.3231032) + + 0.3985 * plnorm(xx, meanlog = -0.6695120, sd = 0.7199573) + + 0.4824 * ppareto(xx, location = 0.1800000, shape = 0.9566756), col = "#FF33D5", lwd = 1.5) ``` As can be seen from the figure above, the model-averaged fit provides a very good fit to the empirical data. diff --git a/vignettes/ssdtools.Rmd b/vignettes/ssdtools.Rmd index 6e02fbf4..37229697 100644 --- a/vignettes/ssdtools.Rmd +++ b/vignettes/ssdtools.Rmd @@ -197,7 +197,7 @@ The hazard/protection concentrations can be obtained using the ssd_hc function, ```{r, cache=TRUE} set.seed(99) -boron_hc5 <- ssd_hc(fits, proportion = 0.05, ci = TRUE) +boron_hc5 <- ssd_hc(fits, proportion = 0.05, ci = TRUE) print(boron_hc5) boron_pc <- ssd_hp(fits, conc = boron_hc5$est, ci = TRUE) print(boron_pc) @@ -209,11 +209,11 @@ If the `right` argument in `ssd_fit_dists()` is different to the `left` argument Let's make some example censored data. ```{r} -example_dat <- ssddata::ccme_boron |> - dplyr::mutate(left=Conc, right=Conc) +example_dat <- ssddata::ccme_boron |> + dplyr::mutate(left = Conc, right = Conc) -left_censored_example <- example_dat -left_censored_example$left[c(3,6,8)] <- NA +left_censored_example <- example_dat +left_censored_example$left[c(3, 6, 8)] <- NA ``` There are less goodness-of-fit statistics available for @@ -225,9 +225,10 @@ However, if all the models have the same number of parameters, the `AIC` `delta` For this reason, `ssdtools` only permits the analysis of censored data using two-parameter models. We can call only the default two parameter models using `ssd_dists_bcanz(n = 2)`. ```{r, eval = TRUE} -left_censored_dists <- ssd_fit_dists(left_censored_example, - dists = ssd_dists_bcanz(n = 2), - left = "left", right = "right") +left_censored_dists <- ssd_fit_dists(left_censored_example, + dists = ssd_dists_bcanz(n = 2), + left = "left", right = "right" +) ssd_hc(left_censored_dists, average = FALSE) ssd_hc(left_censored_dists) ssd_gof(left_censored_dists) @@ -247,11 +248,12 @@ ssd_plot(left_censored_example, left_censored_pred, Note that `ssdtools` doesn't currently support right censored data: ```{r, eval = TRUE} -right_censored_example <- example_dat -right_censored_example$right[c(3,6,8)] <- NA -right_censored_dists <- try(ssd_fit_dists(right_censored_example, - dists = ssd_dists_bcanz(n = 2), - left = "left", right = "right")) +right_censored_example <- example_dat +right_censored_example$right[c(3, 6, 8)] <- NA +right_censored_dists <- try(ssd_fit_dists(right_censored_example, + dists = ssd_dists_bcanz(n = 2), + left = "left", right = "right" +)) ``` From 73208c89cd70d7dc3b7d2f17e15cbb60415da489 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 13:08:05 -0700 Subject: [PATCH 07/76] urlchecker::url_check() --- NEWS.md | 2 +- README.Rmd | 6 +++--- README.md | 7 +++---- 3 files changed, 7 insertions(+), 8 deletions(-) diff --git a/NEWS.md b/NEWS.md index 866e9df3..d499e724 100644 --- a/NEWS.md +++ b/NEWS.md @@ -91,7 +91,7 @@ ssdtools version 1.0.0 is the first major release of `ssdtools` with some import ## Fitting -An important change to the functionality of `ssd_fit_dists()` was to switch from model fitting using [`fitdistrplus`](https://github.com/aursiber/fitdistrplus) to [`TMB`](https://github.com/kaskr/adcomp) which has resulted in improved handling of censored data. +An important change to the functionality of `ssd_fit_dists()` was to switch from model fitting using [`fitdistrplus`](https://github.com/lbbe-software/fitdistrplus) to [`TMB`](https://github.com/kaskr/adcomp) which has resulted in improved handling of censored data. Although it was hoped that model fitting would be faster this is currently not the case. As a result of the change the `fitdists` objects returned by `ssd_fit_dists()` from previous versions of `ssdtools` are not compatible with the major release and should be regenerated. diff --git a/README.Rmd b/README.Rmd index cee5e5ad..86227ce8 100644 --- a/README.Rmd +++ b/README.Rmd @@ -18,7 +18,7 @@ knitr::opts_chunk$set( [![Lifecycle:Stable](https://img.shields.io/badge/Lifecycle-Stable-97ca00)](https://github.com/bcgov/repomountie/blob/master/doc/lifecycle-badges.md) [![R-CMD-check](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml) -[![codecov](https://codecov.io/github/bcgov/ssdtools/graph/badge.svg?token=gVKHQQD1Jp)](https://codecov.io/github/bcgov/ssdtools) +[![codecov](https://app.codecov.io/github/bcgov/ssdtools/graph/badge.svg?token=gVKHQQD1Jp)](https://app.codecov.io/github/bcgov/ssdtools) [![CRAN status](https://www.r-pkg.org/badges/version/ssdtools)](https://cran.r-project.org/package=ssdtools) ![CRAN downloads](https://cranlogs.r-pkg.org/badges/ssdtools) @@ -45,7 +45,7 @@ remotes::install_github("bcgov/ssdtools") ## Introduction -The dependency [`ssddata`](https://cran.r-project.org/web/packages/ssddata/index.html) provides a example data sets for several chemicals including Boron. +The dependency [`ssddata`](https://cran.r-project.org/package=ssddata) provides a example data sets for several chemicals including Boron. ```{r, message=FALSE} library(ssdtools) ssddata::ccme_boron @@ -114,7 +114,7 @@ Get started with ssdtools at . -For the latest changes visit [NEWS](https://bcgov.github.io/ssdtools/news). +For the latest changes visit [NEWS](https://bcgov.github.io/ssdtools/news/). The citation for the shiny app: diff --git a/README.md b/README.md index d8ffcbfe..c5da7c53 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ [![Lifecycle:Stable](https://img.shields.io/badge/Lifecycle-Stable-97ca00)](https://github.com/bcgov/repomountie/blob/master/doc/lifecycle-badges.md) [![R-CMD-check](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml) -[![codecov](https://codecov.io/github/bcgov/ssdtools/graph/badge.svg?token=gVKHQQD1Jp)](https://codecov.io/github/bcgov/ssdtools) +[![codecov](https://app.codecov.io/github/bcgov/ssdtools/graph/badge.svg?token=gVKHQQD1Jp)](https://app.codecov.io/github/bcgov/ssdtools) [![CRAN status](https://www.r-pkg.org/badges/version/ssdtools)](https://cran.r-project.org/package=ssdtools) ![CRAN downloads](https://cranlogs.r-pkg.org/badges/ssdtools) @@ -44,8 +44,7 @@ remotes::install_github("bcgov/ssdtools") ## Introduction -The dependency -[`ssddata`](https://cran.r-project.org/web/packages/ssddata/index.html) +The dependency [`ssddata`](https://cran.r-project.org/package=ssddata) provides a example data sets for several chemicals including Boron. ``` r @@ -161,7 +160,7 @@ A shiny app to allow non-R users to interface with ssdtools is available at . For the latest changes visit -[NEWS](https://bcgov.github.io/ssdtools/news). +[NEWS](https://bcgov.github.io/ssdtools/news/). The citation for the shiny app: From d9b58dcd5a01053079ba1d9495c56c3db1e7feec Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 13:12:06 -0700 Subject: [PATCH 08/76] usethis::use_testthat(3) --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index fdc2f029..f877846d 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -91,7 +91,7 @@ Suggests: reshape2, rlang, rmarkdown, - testthat, + testthat (>= 3.0.0), tidyr, tidyselect, tinytex, From c1bf0598a6a50623d3360d5da11078f04a5f6603 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 13:12:41 -0700 Subject: [PATCH 09/76] Remove check environments section from cran-comments.md --- cran-comments.md | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/cran-comments.md b/cran-comments.md index 90e33225..dbffa79e 100644 --- a/cran-comments.md +++ b/cran-comments.md @@ -1,14 +1,3 @@ -## Test environments - -release 4.3.1 - -* OSX (local) - release -* OSX (macbuilder) - release -* OSX (actions) - release -* Ubuntu (actions) - oldrel, release and devel -* Windows (actions) - release -* Windows (winbuilder) - devel - ## R CMD check results 0 errors | 0 warnings | 1 note From d5abf126a9c59fc9f0d79669b13f82c57bb8d170 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 13:22:07 -0700 Subject: [PATCH 10/76] Use lifecycle instead of artisanal deprecation messages --- NAMESPACE | 1 + R/ssdtools-package.R | 2 +- man/figures/lifecycle-deprecated.svg | 22 ++++++++++++++++++- man/figures/lifecycle-experimental.svg | 22 ++++++++++++++++++- man/figures/lifecycle-stable.svg | 30 +++++++++++++++++++++++++- man/figures/lifecycle-superseded.svg | 22 ++++++++++++++++++- 6 files changed, 94 insertions(+), 5 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index af9e9890..312fa484 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -173,6 +173,7 @@ importFrom(grid,segmentsGrob) importFrom(lifecycle,deprecate_soft) importFrom(lifecycle,deprecate_stop) importFrom(lifecycle,deprecate_warn) +importFrom(lifecycle,deprecated) importFrom(lifecycle,expect_deprecated) importFrom(parallel,nextRNGStream) importFrom(parallel,nextRNGSubStream) diff --git a/R/ssdtools-package.R b/R/ssdtools-package.R index 31c7392f..730c62e7 100644 --- a/R/ssdtools-package.R +++ b/R/ssdtools-package.R @@ -26,7 +26,7 @@ utils::globalVariables("where") #' @importFrom goftest ad.test cvm.test #' @importFrom graphics par plot title #' @importFrom grid gList gpar grobName gTree polygonGrob segmentsGrob -#' @importFrom lifecycle expect_deprecated deprecate_soft deprecate_stop deprecate_warn +#' @importFrom lifecycle deprecated expect_deprecated deprecate_soft deprecate_stop deprecate_warn #' @importFrom parallel nextRNGStream nextRNGSubStream #' @importFrom plyr summarise #' @importFrom purrr list_assign transpose diff --git a/man/figures/lifecycle-deprecated.svg b/man/figures/lifecycle-deprecated.svg index 4baaee01..b61c57c3 100644 --- a/man/figures/lifecycle-deprecated.svg +++ b/man/figures/lifecycle-deprecated.svg @@ -1 +1,21 @@ -lifecyclelifecycledeprecateddeprecated \ No newline at end of file + + lifecycle: deprecated + + + + + + + + + + + + + + + lifecycle + + deprecated + + diff --git a/man/figures/lifecycle-experimental.svg b/man/figures/lifecycle-experimental.svg index d1d060e9..5d88fc2c 100644 --- a/man/figures/lifecycle-experimental.svg +++ b/man/figures/lifecycle-experimental.svg @@ -1 +1,21 @@ -lifecyclelifecycleexperimentalexperimental \ No newline at end of file + + lifecycle: experimental + + + + + + + + + + + + + + + lifecycle + + experimental + + diff --git a/man/figures/lifecycle-stable.svg b/man/figures/lifecycle-stable.svg index e015dc81..9bf21e76 100644 --- a/man/figures/lifecycle-stable.svg +++ b/man/figures/lifecycle-stable.svg @@ -1 +1,29 @@ -lifecyclelifecyclestablestable \ No newline at end of file + + lifecycle: stable + + + + + + + + + + + + + + + + lifecycle + + + + stable + + + diff --git a/man/figures/lifecycle-superseded.svg b/man/figures/lifecycle-superseded.svg index 75f24f55..db8d757f 100644 --- a/man/figures/lifecycle-superseded.svg +++ b/man/figures/lifecycle-superseded.svg @@ -1 +1,21 @@ - lifecyclelifecyclesupersededsuperseded \ No newline at end of file + + lifecycle: superseded + + + + + + + + + + + + + + + lifecycle + + superseded + + From 97f14891391e868b77bfd4a78291aca6a47d7f1b Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 13:23:52 -0700 Subject: [PATCH 11/76] usethis:::use_codecov_badge("poissonconsulting/ssdtools") --- README.Rmd | 2 +- README.md | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/README.Rmd b/README.Rmd index 86227ce8..fe45d90f 100644 --- a/README.Rmd +++ b/README.Rmd @@ -18,7 +18,7 @@ knitr::opts_chunk$set( [![Lifecycle:Stable](https://img.shields.io/badge/Lifecycle-Stable-97ca00)](https://github.com/bcgov/repomountie/blob/master/doc/lifecycle-badges.md) [![R-CMD-check](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml) -[![codecov](https://app.codecov.io/github/bcgov/ssdtools/graph/badge.svg?token=gVKHQQD1Jp)](https://app.codecov.io/github/bcgov/ssdtools) +[![Codecov test coverage](https://codecov.io/gh/bcgov/ssdtools/graph/badge.svg?token=gVKHQQD1Jp)](https://app.codecov.io/gh/bcgov/ssdtools) [![CRAN status](https://www.r-pkg.org/badges/version/ssdtools)](https://cran.r-project.org/package=ssdtools) ![CRAN downloads](https://cranlogs.r-pkg.org/badges/ssdtools) diff --git a/README.md b/README.md index c5da7c53..e5aef312 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,8 @@ [![Lifecycle:Stable](https://img.shields.io/badge/Lifecycle-Stable-97ca00)](https://github.com/bcgov/repomountie/blob/master/doc/lifecycle-badges.md) [![R-CMD-check](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml) -[![codecov](https://app.codecov.io/github/bcgov/ssdtools/graph/badge.svg?token=gVKHQQD1Jp)](https://app.codecov.io/github/bcgov/ssdtools) +[![Codecov test +coverage](https://codecov.io/gh/bcgov/ssdtools/graph/badge.svg?token=gVKHQQD1Jp)](https://app.codecov.io/gh/bcgov/ssdtools) [![CRAN status](https://www.r-pkg.org/badges/version/ssdtools)](https://cran.r-project.org/package=ssdtools) ![CRAN downloads](https://cranlogs.r-pkg.org/badges/ssdtools) From e541d20f06614838c0ff5f833b40e9832e139fa5 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 13:26:46 -0700 Subject: [PATCH 12/76] usethis::use_tidy_coc() --- CODE_OF_CONDUCT.md => .github/CODE_OF_CONDUCT.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename CODE_OF_CONDUCT.md => .github/CODE_OF_CONDUCT.md (99%) diff --git a/CODE_OF_CONDUCT.md b/.github/CODE_OF_CONDUCT.md similarity index 99% rename from CODE_OF_CONDUCT.md rename to .github/CODE_OF_CONDUCT.md index eb131c4a..3ac34c82 100644 --- a/CODE_OF_CONDUCT.md +++ b/.github/CODE_OF_CONDUCT.md @@ -59,7 +59,7 @@ representative at an online or offline event. ## Enforcement Instances of abusive, harassing, or otherwise unacceptable behavior may be -reported to the community leaders responsible for enforcement at .github/. +reported to the community leaders responsible for enforcement at codeofconduct@posit.co. All complaints will be reviewed and investigated promptly and fairly. All community leaders are obligated to respect the privacy and security of the From c38246ca58fc194176703223130437514bd77a54 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 13:50:38 -0700 Subject: [PATCH 13/76] Use pak::pak("poissonconsulting/ssdtools") in README --- README.Rmd | 17 +++++++++----- README.md | 21 +++++++++++++----- man/figures/README-unnamed-chunk-10-1.png | Bin 72928 -> 0 bytes man/figures/README-unnamed-chunk-11-1.png | Bin 72928 -> 0 bytes ...k-5-1.png => README-unnamed-chunk-4-1.png} | Bin man/figures/README-unnamed-chunk-6-1.png | Bin 52264 -> 0 bytes man/figures/README-unnamed-chunk-9-1.png | Bin 72724 -> 72928 bytes 7 files changed, 27 insertions(+), 11 deletions(-) delete mode 100644 man/figures/README-unnamed-chunk-10-1.png delete mode 100644 man/figures/README-unnamed-chunk-11-1.png rename man/figures/{README-unnamed-chunk-5-1.png => README-unnamed-chunk-4-1.png} (100%) delete mode 100644 man/figures/README-unnamed-chunk-6-1.png diff --git a/README.Rmd b/README.Rmd index fe45d90f..a553866b 100644 --- a/README.Rmd +++ b/README.Rmd @@ -32,15 +32,22 @@ Confidence intervals on hazard concentrations and proportions are produced by bo ## Installation -To install the latest version from [CRAN](https://CRAN.R-project.org/package=ssdtools) -```{r, eval = FALSE} +## Installation + +To install the latest release version from [CRAN](https://CRAN.R-project.org/package=ssdtools). +```r install.packages("ssdtools") ``` +To install the latest development version from [r-universe](https://bcgov.r-universe.dev/ssdtools). +```r +install.packages("ssdtools", repos = c("https://bcgov.r-universe.dev", "https://cloud.r-project.org")) +``` + To install the latest development version from [GitHub](https://github.com/bcgov/ssdtools) -```{r, eval = FALSE} -# install.packages("remotes") -remotes::install_github("bcgov/ssdtools") +```r +# install.packages("pak", repos = sprintf("https://r-lib.github.io/p/pak/stable/%s/%s/%s", .Platform$pkgType, R.Version()$os, R.Version()$arch)) +pak::pak("bcgov/ssdtools") ``` ## Introduction diff --git a/README.md b/README.md index e5aef312..5005cf3a 100644 --- a/README.md +++ b/README.md @@ -28,19 +28,28 @@ are produced by bootstrapping. ## Installation -To install the latest version from -[CRAN](https://CRAN.R-project.org/package=ssdtools) +## Installation + +To install the latest release version from +[CRAN](https://CRAN.R-project.org/package=ssdtools). ``` r install.packages("ssdtools") ``` +To install the latest development version from +[r-universe](https://bcgov.r-universe.dev/ssdtools). + +``` r +install.packages("ssdtools", repos = c("https://bcgov.r-universe.dev", "https://cloud.r-project.org")) +``` + To install the latest development version from [GitHub](https://github.com/bcgov/ssdtools) ``` r -# install.packages("remotes") -remotes::install_github("bcgov/ssdtools") +# install.packages("pak", repos = sprintf("https://r-lib.github.io/p/pak/stable/%s/%s/%s", .Platform$pkgType, R.Version()$os, R.Version()$arch)) +pak::pak("bcgov/ssdtools") ``` ## Introduction @@ -79,7 +88,7 @@ and can be quickly plotted using `autoplot` autoplot(fits) ``` - + The goodness of fit can be assessed using `ssd_gof` @@ -145,7 +154,7 @@ ssd_plot(ssddata::ccme_boron, boron_pred, scale_colour_ssd() ``` - + ## References diff --git a/man/figures/README-unnamed-chunk-10-1.png b/man/figures/README-unnamed-chunk-10-1.png deleted file mode 100644 index afd42b04b350c4a15d7b1071fcda8fa0a46a76aa..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 72928 zcmY(rWmr{D*e^^;#|9LnySqV`~za7I%t6ZNlvsiLBI%txNY zx{s>kf%AVKO>1oynG-(NiNy}=|H-nX&+ ztEcDHr!KEC46iX3rsyQbBwARa_3n=OgCp|ZrP<4dt0(ilinlVbp?`vYm-7!&u9?C- zzW7pvP22#xQrIC+43!zBcRF~Qa zNKVHK(Ly|5zcEk_Ne%Fpr7KZQwguez)Jy%b?pX*>j;Uq$dcF+bc$vcJn7kSS$x+`} z{1jTrYFYae@?_d%iE=^(qu0_JmBi2u`HHw9MG)uBm#2*Y;8lLykybjjSME}&!?tFi7>!O*JhP)OpfR9EP zNyDb`{Y1RqNAo*fA;h5mlTXarV!z@-!XRu;M-JiU+XS+N16|>s7pYMLqFsUR`!CoH zaV2BPu`E4x3=4`;3IAH;{rzH*cRjtbzue7m^9a-M&g!v$@9#Lfc+nHp@mOj1k%c-{ zE4sJ4MVa#$ikUst6o(v}TztSaF=fIAI{`%jc|6^Knn|R|_$zr#p1x#CCzG?L@hNv$ zD%Bjmh}MX|u4289<|e5tb)!G!bNC>?M}Lo64<^mp>c8@`)r@G7*2rm@aoYJrZBA&# z@~MA*D$8;7soP+Cw#s0ePaFLa$s68hZ$YDhXODYW1J$e9PNzra?6s1K@D~>Kj~{9a z^0jz0ZsEv=V7!{#T9C~Vb?!H=21Mem2d?7DXnod~HiTDyIpsL!I4t}2>#eXl8aNs_ zkU8bZSWUSfaa$i&7F45dS*EBg=7?+mW)Y${33}cAqub<-^4}N1fhZr?KD+Rh;YQ)> zwIKFY*_o7imHXnCIPKe(*Uqepypv8wr1LCVKjMN{vRx0Pk`p1I46Xr%BL6*|;FWg00M<%5{Menv z5U;QKdfO39xp0x&rK%fUkI^z5|8&5QE=^^^(K52V3mrFGnkAUuo^AS1cMqSv&fuq( zVH$Iv;GbyR(0&@v41of{Z~9)&Oi>Yr5xho*feo>QK>)8{!51O;g4Pna|M?AEZZ7=) zyoOzY{v(dT!XgZeD2$w>*gH4a{VbH$q_fK>%?j(r!y{Eo(KE?2S>zF^aCvcV6$X`} z(894oZkhB%ob=FqRR#vhJjfT6q`P(zKi@WR;QBUHMP{P@_gDY^AQ$;1?04KQ2s;8g ztVHL3-^eww`_x6E4EdK&Kea50;9dE)Ui{6)8SrRT-8W{v%- zxPa%iz2VuY$P+X8@?2@~;`o2A)d`VRLU4@o6^9^UkutNj9*fgb_ePU26-Yn}1W}w;{3ed-3JO)1A+gG9vm*a+zr2xD*3#fiaq%I_>XPj>8;2$1C8)z#FzU z>ZhAgACu*FujZI;sqp7<9S;X~H9k+?40_FV#IHWddfy%J*&Ic3{faHl@z$vwJ2~8b zfBHt?W+MT9;qfHKhrXnz57$4H&7i$gc+l%?gil_Sh}$C9>}H6yMd5q?QTttmE|}=s z2k=>27k%cga@>@k&TsA=OMX0`R6aD%zUyJ>iqOl>FpO8|xBry||AC+AS5tuK;knUv zEwX&>%r~8F%$1op6O^$`2;60J1=aUQK2Joyqqfe#%)V1Baus~`d)rfJ+~qVx=<>Jm zM4kka`+5}Llyc%{uiJB#{L*KfkAGYiY$h7)46f9go%d)bixkoBe;u$bdtGIT)@N
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zi>*05@jmx23iKL-%4srweL4H1In8M_*~As?$pDTTk@{6tu{v7fueDwdCGpMD5nq`4 zNxnyH=gNkFx{sUHM9>IIn_F@A5|EY1*~KihEfK06TKY+}Ci776U(KEW^z=a&dtS8qB4O6Ukj;yPV#S^`r%;U_ z8`Oy-WPl)0H+--WO~J?!MW-*Wp5ZgPyuD~MqN(Px=0i;|KV$h-HON}96c@$Le&yd$ zNExo0uro(J_uMs5m7ITT;CAwm`!Z)$zzhyX)`WH@mv0`N*fN}VdP`D+2PLP z7A%y0d-$eAb?B1EzIJw-@1E^vw+?H#u2x!hH6(qzR}VM$wNBkylo(T#tRfOI=AfI* zioqSH_jFrRt-E7*x;ZttaJwKdM8}JnR9`B?rLx`iXkhH)z|@}+jR+qmG8GHr>`0i` zh?wyAFUQ&$nx(|qGu#zpB;Mu;S1Od&zOX`R5JyiYnNwqpd-0cN3HMe50my*M2k!=C zR$C!6Dj~niY5859=w)mUul8c>YU=~KfuOwU6wd;zz1Ym(ZU9^YBCcXJ*PlazLSZ;m zQL$sxl1z&ww+-ZFHM9Oouu51c;wM)UOsWp!A~H!+!*J3~=pXpx?|%7rtc+9MCwok; z7~1uV;(rg45Uh>R2GkStCI9Bnf4{6DGt~e4Pp=-`OeK75NWrRv2mfhn7^s)2UXA!a D*dtkz From 7bb297c87b1fc0e88ad414c8e34caa092d7c3088 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 14:01:14 -0700 Subject: [PATCH 14/76] usethis::use_tidy_dependencies() without cli --- DESCRIPTION | 10 +++++----- NAMESPACE | 2 ++ R/ssdtools-package.R | 2 ++ 3 files changed, 9 insertions(+), 5 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index f877846d..587dedd3 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -53,6 +53,7 @@ Imports: furrr, generics, ggplot2, + glue, goftest, graphics, grid, @@ -61,6 +62,7 @@ Imports: plyr, purrr, Rcpp, + rlang, scales, ssddata, stats, @@ -69,7 +71,8 @@ Imports: TMB, universals, utils, - VGAM + VGAM, + withr Suggests: actuar, covr, @@ -80,7 +83,6 @@ Suggests: fitdistrplus, foreach, future, - glue, grDevices, knitr, magrittr, @@ -89,13 +91,11 @@ Suggests: R.rsp, readr, reshape2, - rlang, rmarkdown, testthat (>= 3.0.0), tidyr, tidyselect, - tinytex, - withr + tinytex LinkingTo: Rcpp, RcppEigen, diff --git a/NAMESPACE b/NAMESPACE index 312fa484..2499b85f 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -145,6 +145,7 @@ export(tidy) export(waiver) import(chk) import(ggplot2) +import(rlang) importFrom(Rcpp,sourceCpp) importFrom(TMB,MakeADFun) importFrom(TMB,sdreport) @@ -159,6 +160,7 @@ importFrom(generics,tidy) importFrom(ggplot2,autoplot) importFrom(ggplot2,sym) importFrom(ggplot2,waiver) +importFrom(glue,glue) importFrom(goftest,ad.test) importFrom(goftest,cvm.test) importFrom(graphics,par) diff --git a/R/ssdtools-package.R b/R/ssdtools-package.R index 730c62e7..39fc5dd2 100644 --- a/R/ssdtools-package.R +++ b/R/ssdtools-package.R @@ -19,10 +19,12 @@ utils::globalVariables("where") ## usethis namespace: start #' @import chk ggplot2 +#' @import rlang #' @importFrom abind abind #' @importFrom furrr future_map furrr_options #' @importFrom generics augment glance tidy #' @importFrom ggplot2 autoplot sym +#' @importFrom glue glue #' @importFrom goftest ad.test cvm.test #' @importFrom graphics par plot title #' @importFrom grid gList gpar grobName gTree polygonGrob segmentsGrob From cc67796e078563a4e7d912c9cb337f6de54e4cab Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 14:01:21 -0700 Subject: [PATCH 15/76] edit readme --- README.Rmd | 2 -- README.md | 2 -- 2 files changed, 4 deletions(-) diff --git a/README.Rmd b/README.Rmd index a553866b..ce63764d 100644 --- a/README.Rmd +++ b/README.Rmd @@ -32,8 +32,6 @@ Confidence intervals on hazard concentrations and proportions are produced by bo ## Installation -## Installation - To install the latest release version from [CRAN](https://CRAN.R-project.org/package=ssdtools). ```r install.packages("ssdtools") diff --git a/README.md b/README.md index 5005cf3a..90bc64c5 100644 --- a/README.md +++ b/README.md @@ -28,8 +28,6 @@ are produced by bootstrapping. ## Installation -## Installation - To install the latest release version from [CRAN](https://CRAN.R-project.org/package=ssdtools). From e12042392d77f54c72add71185de4ffdc4693326 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 14:02:55 -0700 Subject: [PATCH 16/76] usethis::use_tidy_description() --- DESCRIPTION | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 587dedd3..816bd12f 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -38,9 +38,9 @@ Description: Species sensitivity distributions are cumulative probability different species as described by Posthuma et al.(2001) . The ssdtools package uses Maximum Likelihood to fit distributions such as the gamma, log-logistic, log-normal and - log-normal log-normal mixture. Multiple distributions can - be averaged using Akaike Information Criteria. Confidence intervals - on hazard concentrations and proportions are produced by parametric + log-normal log-normal mixture. Multiple distributions can be averaged + using Akaike Information Criteria. Confidence intervals on hazard + concentrations and proportions are produced by parametric bootstrapping. License: Apache License (== 2.0) | file LICENSE URL: https://github.com/bcgov/ssdtools, https://bcgov.github.io/ssdtools/ From a21e22e5307ad97bdd49c334dcdee6ddeb9ef1f6 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 14:07:38 -0700 Subject: [PATCH 17/76] usethis::use_tidy_github_actions() --- .github/workflows/R-CMD-check.yaml | 22 ++++++++++++-------- .github/workflows/test-coverage.yaml | 31 +++++++++++++++++++--------- 2 files changed, 34 insertions(+), 19 deletions(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 40074d5f..571e5a4e 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -1,14 +1,16 @@ # Workflow derived from https://github.com/r-lib/actions/tree/v2/examples # Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help - +# on: push: - branches: [main, dev] + branches: [main, master] pull_request: - branches: [main, dev] + branches: [main, master] name: R-CMD-check +permissions: read-all + jobs: R-CMD-check: runs-on: ${{ matrix.config.os }} @@ -23,19 +25,20 @@ jobs: - {os: windows-latest, r: 'release'} # use 4.1 to check with rtools40's older compiler - - {os: windows-latest, r: '4.1'} + - {os: windows-latest, r: 'oldrel-3'} - - {os: ubuntu-latest, r: 'devel', http-user-agent: 'release'} - - {os: ubuntu-latest, r: 'release'} - - {os: ubuntu-latest, r: 'oldrel-1'} - - {os: ubuntu-latest, r: 'oldrel-2'} + - {os: ubuntu-latest, r: 'devel', http-user-agent: 'release'} + - {os: ubuntu-latest, r: 'release'} + - {os: ubuntu-latest, r: 'oldrel-1'} + - {os: ubuntu-latest, r: 'oldrel-2'} + - {os: ubuntu-latest, r: 'oldrel-3'} env: GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} R_KEEP_PKG_SOURCE: yes steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - uses: r-lib/actions/setup-pandoc@v2 @@ -53,3 +56,4 @@ jobs: - uses: r-lib/actions/check-r-package@v2 with: upload-snapshots: true + build_args: 'c("--no-manual","--compact-vignettes=gs+qpdf")' diff --git a/.github/workflows/test-coverage.yaml b/.github/workflows/test-coverage.yaml index 689ae0ec..eb30c23a 100644 --- a/.github/workflows/test-coverage.yaml +++ b/.github/workflows/test-coverage.yaml @@ -2,20 +2,22 @@ # Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help on: push: - branches: main + branches: [main, master] pull_request: - branches: main + branches: [main, master] -name: test-coverage +name: test-coverage.yaml + +permissions: read-all jobs: test-coverage: - runs-on: macos-latest + runs-on: ubuntu-latest env: GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - uses: r-lib/actions/setup-r@v2 with: @@ -23,28 +25,37 @@ jobs: - uses: r-lib/actions/setup-r-dependencies@v2 with: - extra-packages: any::covr + extra-packages: any::covr, any::xml2 needs: coverage - name: Test coverage run: | - covr::codecov( + cov <- covr::package_coverage( quiet = FALSE, clean = FALSE, - install_path = file.path(Sys.getenv("RUNNER_TEMP"), "package") + install_path = file.path(normalizePath(Sys.getenv("RUNNER_TEMP"), winslash = "/"), "package") ) + covr::to_cobertura(cov) shell: Rscript {0} + - uses: codecov/codecov-action@v4 + with: + fail_ci_if_error: true + file: ./cobertura.xml + plugin: noop + disable_search: true + token: ${{ secrets.CODECOV_TOKEN }} + - name: Show testthat output if: always() run: | ## -------------------------------------------------------------------- - find ${{ runner.temp }}/package -name 'testthat.Rout*' -exec cat '{}' \; || true + find '${{ runner.temp }}/package' -name 'testthat.Rout*' -exec cat '{}' \; || true shell: bash - name: Upload test results if: failure() - uses: actions/upload-artifact@v3 + uses: actions/upload-artifact@v4 with: name: coverage-test-failures path: ${{ runner.temp }}/package From 05a2d9fa778631d0e65c7d32789c7b3fd3670f9e Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 14:09:18 -0700 Subject: [PATCH 18/76] check dev --- .github/workflows/R-CMD-check.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 571e5a4e..58aedd38 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -5,7 +5,7 @@ on: push: branches: [main, master] pull_request: - branches: [main, master] + branches: [main, master, dev] name: R-CMD-check From 0e5e4fe304ed6d5790bfe4802fb2844b01abfbfe Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 14:09:40 -0700 Subject: [PATCH 19/76] to dev --- .github/workflows/pkgdown.yaml | 2 +- .github/workflows/test-coverage.yaml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml index 4bbce750..93ef053b 100644 --- a/.github/workflows/pkgdown.yaml +++ b/.github/workflows/pkgdown.yaml @@ -4,7 +4,7 @@ on: push: branches: [main, master] pull_request: - branches: [main, master] + branches: [main, master, dev] release: types: [published] workflow_dispatch: diff --git a/.github/workflows/test-coverage.yaml b/.github/workflows/test-coverage.yaml index eb30c23a..9211f4b5 100644 --- a/.github/workflows/test-coverage.yaml +++ b/.github/workflows/test-coverage.yaml @@ -4,7 +4,7 @@ on: push: branches: [main, master] pull_request: - branches: [main, master] + branches: [main, master, dev] name: test-coverage.yaml From 76c27eeb0c3d7805d064beadabf429f8afce9e2d Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 14:17:55 -0700 Subject: [PATCH 20/76] ssd min pmix --- _pkgdown.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/_pkgdown.yml b/_pkgdown.yml index 0a103b72..d6e71b97 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -92,6 +92,7 @@ reference: - '`ssd_fit_dists`' - '`ssd_is_censored`' - '`ssd_match_moments`' + - '`ssd_min_pmix`' - '`ssd_sort_data`' - '`pearson1000`' - title: Deprecated From 24945319e8cce1921881ec4cafea0c3a15cbcf28 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 14:19:08 -0700 Subject: [PATCH 21/76] remove '` pkgdown --- _pkgdown.yml | 130 +++++++++++++++++++++++++-------------------------- 1 file changed, 65 insertions(+), 65 deletions(-) diff --git a/_pkgdown.yml b/_pkgdown.yml index d6e71b97..5adad360 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -22,95 +22,95 @@ reference: - title: Distribution Names desc: Functions that return character vectors of distribution names contents: - - '`ssd_dists`' - - '`ssd_dists_all`' - - '`ssd_dists_bcanz`' + - ssd_dists + - ssd_dists_all + - ssd_dists_bcanz - title: Fit desc: Functions that fit distributions to data contents: - - '`ssd_fit_dists`' - - '`ssd_fit_bcanz`' - - '`ssd_fit_burrlioz`' + - ssd_fit_dists + - ssd_fit_bcanz + - ssd_fit_burrlioz - title: Hazard Concentrations desc: Functions that calculate hazard concentrations contents: - - '`ssd_hc`' - - '`ssd_hc_bcanz`' - - '`ssd_wqg_bc`' - - '`ssd_wqg_burrlioz`' + - ssd_hc + - ssd_hc_bcanz + - ssd_wqg_bc + - ssd_wqg_burrlioz - title: Hazard Proportions desc: Functions that calculate hazard proportions contents: - - '`ssd_hp`' - - '`ssd_hp_bcanz`' + - ssd_hp + - ssd_hp_bcanz - title: Manipulate Fits desc: Functions that manipulate fits of distributions contents: - - '`augment.fitdists`' - - '`coef.fitdists`' - - '`estimates.fitdists`' - - '`glance.fitdists`' - - '`predict.fitburrlioz`' - - '`predict.fitdists`' - - '`ssd_gof`' - - '`subset.fitdists`' - - '`tidy.fitdists`' + - augment.fitdists + - coef.fitdists + - estimates.fitdists + - glance.fitdists + - predict.fitburrlioz + - predict.fitdists + - ssd_gof + - subset.fitdists + - tidy.fitdists - title: Plots desc: Functions to Generate Plots contents: - - '`autoplot.fitdists`' - - '`geom_hcintersect`' - - '`geom_ssdpoint`' - - '`geom_ssdsegment`' - - '`geom_xribbon`' - - '`scale_colour_ssd`' - - '`ssd_pal`' - - '`ssd_plot`' - - '`ssd_plot_cdf`' - - '`ssd_plot_data`' - - '`ssdtools-ggproto`' + - autoplot.fitdists + - geom_hcintersect + - geom_ssdpoint + - geom_ssdsegment + - geom_xribbon + - scale_colour_ssd + - ssd_pal + - ssd_plot + - ssd_plot_cdf + - ssd_plot_data + - ssdtools-ggproto - title: Distributional Functions desc: Distribution, quantile, random functions contents: - - '`ssd_p`' - - '`ssd_q`' - - '`ssd_r`' - - '`ssd_e`' + - ssd_p + - ssd_q + - ssd_r + - ssd_e - title: Miscellaneous desc: Miscellaneous functions and data contents: - - '`boron_pred`' - - '`comma_signif`' - - '`dist_data`' - - '`is.fitdists`' - - '`ssd_licensing_md`' - - '`npars`' - - '`ssd_data`' - - '`ssd_ecd`' - - '`ssd_ecd_data`' - - '`ssd_exposure`' - - '`ssd_fit_dists`' - - '`ssd_is_censored`' - - '`ssd_match_moments`' - - '`ssd_min_pmix`' - - '`ssd_sort_data`' - - '`pearson1000`' + - boron_pred + - comma_signif + - dist_data + - is.fitdists + - ssd_licensing_md + - npars + - ssd_data + - ssd_ecd + - ssd_ecd_data + - ssd_exposure + - ssd_fit_dists + - ssd_is_censored + - ssd_match_moments + - ssd_min_pmix + - ssd_sort_data + - pearson1000 - title: Deprecated desc: Deprecated functions which will become defunct in future versions contents: - - '`geom_ssd`' - - '`is_censored`' - - '`ssd_hc_burrlioz`' - - '`ssd_plot_cf`' - - '`stat_ssd`' - - '`dgompertz`' - - '`pgompertz`' - - '`qgompertz`' - - '`rgompertz`' - - '`dlgumbel`' - - '`plgumbel`' - - '`qlgumbel`' - - '`rlgumbel`' + - geom_ssd + - is_censored + - ssd_hc_burrlioz + - ssd_plot_cf + - stat_ssd + - dgompertz + - pgompertz + - qgompertz + - rgompertz + - dlgumbel + - plgumbel + - qlgumbel + - rlgumbel articles: - title: All vignettes From b8f43e10f984b6f7fad4e5c7ea0bd099a64e51fa Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 14:28:17 -0700 Subject: [PATCH 22/76] & to && in if statements --- R/hcp.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/R/hcp.R b/R/hcp.R index caf5a444..693f58ac 100644 --- a/R/hcp.R +++ b/R/hcp.R @@ -249,7 +249,7 @@ hcp_weighted <- function(hcp, level, samples, min_pboot) { range_shape1, range_shape2, parametric, control, save_to, samples, fix_weights, hc, fun) { - if(ci & fix_weights) { + if(ci && fix_weights) { atleast1 <- round(glance(x)$weight * nboot) >= 1L x <- subset(x, names(x)[atleast1]) estimates <- estimates[atleast1] @@ -335,7 +335,7 @@ hcp_weighted <- function(hcp, level, samples, min_pboot) { hc = hc, save_to = save_to, samples = samples, fun = fun) return(hcp) } - if(.is_censored(censoring) & !identical_parameters(x)) { + if(.is_censored(censoring) && !identical_parameters(x)) { wrn("Model averaged estimates cannot be calculated for censored data when the distributions have different numbers of parameters.") } From 7752fedaac25e8fea1bfd9d3af781cb177a03e02 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 14:49:55 -0700 Subject: [PATCH 23/76] stable badge --- README.Rmd | 2 +- README.md | 10 ++++++---- 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/README.Rmd b/README.Rmd index 68a82915..47a18395 100644 --- a/README.Rmd +++ b/README.Rmd @@ -15,7 +15,7 @@ knitr::opts_chunk$set( # ssdtools -[![Lifecycle:Stable](https://img.shields.io/badge/Lifecycle-Stable-97ca00)](https://github.com/bcgov/repomountie/blob/master/doc/lifecycle-badges.md) +[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable) [![R-CMD-check](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml) [![codecov](https://codecov.io/github/bcgov/ssdtools/graph/badge.svg?token=gVKHQQD1Jp)](https://codecov.io/github/bcgov/ssdtools) [![CRAN status](https://www.r-pkg.org/badges/version/ssdtools)](https://cran.r-project.org/package=ssdtools) diff --git a/README.md b/README.md index a9a0c8ae..b70f6f59 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,8 @@ -[![Lifecycle:Stable](https://img.shields.io/badge/Lifecycle-Stable-97ca00)](https://github.com/bcgov/repomountie/blob/master/doc/lifecycle-badges.md) +[![Lifecycle: +stable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable) [![R-CMD-check](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/bcgov/ssdtools/actions/workflows/R-CMD-check.yaml) [![codecov](https://codecov.io/github/bcgov/ssdtools/graph/badge.svg?token=gVKHQQD1Jp)](https://codecov.io/github/bcgov/ssdtools) [![CRAN @@ -106,7 +107,7 @@ print(hc5) #> # A tibble: 1 × 11 #> dist proportion est se lcl ucl wt method nboot pboot samples #> -#> 1 average 0.05 1.26 0.781 0.407 3.29 1 parametr… 1000 0.999 +#> 1 average 0.05 1.26 0.782 0.407 3.29 1 parametr… 1000 1 ``` To bootstrap in parallel set `future::plan()`. For example: @@ -208,8 +209,9 @@ By contributing to this project, you agree to abide by its terms. ## Licensing -Copyright 2024 Province of British Columbia, Environment and Climate -Change Canada, and Australian Government Department of Climate Change, +Copyright 2018-2024 Province of British Columbia +Copyright 2021 Environment and Climate Change Canada +Copyright 2023-2024 Australian Government Department of Climate Change, Energy, the Environment and Water The documentation is released under the [CC BY 4.0 From cf82177abfca3ee640a80894b4e33b9abd63a3f1 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 15 Aug 2024 15:53:11 -0700 Subject: [PATCH 24/76] test bootstrap with censored data --- tests/testthat/_snaps/hc/fullyleft.csv | 2 ++ tests/testthat/_snaps/hc/partialeft.csv | 2 ++ tests/testthat/test-hc.R | 15 ++++++++++++++- 3 files changed, 18 insertions(+), 1 deletion(-) create mode 100644 tests/testthat/_snaps/hc/fullyleft.csv create mode 100644 tests/testthat/_snaps/hc/partialeft.csv diff --git a/tests/testthat/_snaps/hc/fullyleft.csv b/tests/testthat/_snaps/hc/fullyleft.csv new file mode 100644 index 00000000..81b1e9ba --- /dev/null +++ b/tests/testthat/_snaps/hc/fullyleft.csv @@ -0,0 +1,2 @@ +dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples +average,0.05,0.0276016,7.53289e-4,0.00793038,0.0101972,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/hc/partialeft.csv b/tests/testthat/_snaps/hc/partialeft.csv new file mode 100644 index 00000000..7d8da06e --- /dev/null +++ b/tests/testthat/_snaps/hc/partialeft.csv @@ -0,0 +1,2 @@ +dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples +average,0.05,1.31771,0.0666319,0.001827,0.188473,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/test-hc.R b/tests/testthat/test-hc.R index 8c3c2a8e..dae6694a 100644 --- a/tests/testthat/test-hc.R +++ b/tests/testthat/test-hc.R @@ -277,7 +277,20 @@ test_that("ssd_hc works with fully left censored data", { fits <- ssd_fit_dists(data, right = "Conc2", dists = c("lnorm", "llogis")) set.seed(10) hc <- ssd_hc(fits, ci = TRUE, nboot = 10, ci_method = "weighted_arithmetic") - expect_equal(hc$se, 0.000753288708572757, tolerance = 1e-6) + expect_snapshot_data(hc, "fullyleft") + expect_gt(hc$ucl, hc$est) +}) + +test_that("ssd_hc works with partially left censored data", { + data <- ssddata::ccme_boron + data$right <- data$Conc + data$Conc[c(3,6,8)] <- NA + + set.seed(100) + fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") + hc <- ssd_hc(fits, ci = TRUE, nboot = 10) + expect_snapshot_data(hc, "partialeft") + expect_gt(hc$ucl, hc$est) }) test_that("ssd_hc not work partially censored even if all same left", { From 18b951e78eaafe8618eac5e746402c1ac43a038d Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Fri, 16 Aug 2024 13:17:31 -0700 Subject: [PATCH 25/76] test is censored --- tests/testthat/test-censored.R | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/tests/testthat/test-censored.R b/tests/testthat/test-censored.R index a80c14e2..9236f2ba 100644 --- a/tests/testthat/test-censored.R +++ b/tests/testthat/test-censored.R @@ -68,3 +68,12 @@ test_that("ssd_is_censored TRUE fitdists censored", { fits <- ssd_fit_dists(data, right = "Right", dists = c("gamma", "llogis", "lnorm")) expect_true(ssd_is_censored(fits)) }) + +test_that("ssd_is_censored TRUE fitdists multiple", { + data <- ssddata::ccme_boron + data$right <- data$Conc + data$Conc[c(3,6,8)] <- NA + + fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") + expect_true(ssd_is_censored(fits)) +}) From 44b83fad31ffb7937a60e2bcd0204c2af597598e Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Fri, 16 Aug 2024 13:43:57 -0700 Subject: [PATCH 26/76] test summary censored --- .../testthat/_snaps/hc/partialeft nonpara.csv | 2 ++ tests/testthat/_snaps/hc/partialeft.csv | 2 +- tests/testthat/test-hc.R | 14 ++++++++++- tests/testthat/test-summary.R | 25 +++++++++++++++++++ 4 files changed, 41 insertions(+), 2 deletions(-) create mode 100644 tests/testthat/_snaps/hc/partialeft nonpara.csv diff --git a/tests/testthat/_snaps/hc/partialeft nonpara.csv b/tests/testthat/_snaps/hc/partialeft nonpara.csv new file mode 100644 index 00000000..20a00ef9 --- /dev/null +++ b/tests/testthat/_snaps/hc/partialeft nonpara.csv @@ -0,0 +1,2 @@ +dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples +lnorm,0.05,1.31771,0.360883,0.716321,1.81154,1,non-parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/hc/partialeft.csv b/tests/testthat/_snaps/hc/partialeft.csv index 7d8da06e..a77e3e2c 100644 --- a/tests/testthat/_snaps/hc/partialeft.csv +++ b/tests/testthat/_snaps/hc/partialeft.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.31771,0.0666319,0.001827,0.188473,1,parametric,10,1,numeric(0) +lnorm,0.05,1.31771,0.0666319,0.001827,0.188473,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/test-hc.R b/tests/testthat/test-hc.R index dae6694a..a8d09941 100644 --- a/tests/testthat/test-hc.R +++ b/tests/testthat/test-hc.R @@ -288,11 +288,23 @@ test_that("ssd_hc works with partially left censored data", { set.seed(100) fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") - hc <- ssd_hc(fits, ci = TRUE, nboot = 10) + hc <- ssd_hc(fits, ci = TRUE, nboot = 10, average = FALSE) expect_snapshot_data(hc, "partialeft") expect_gt(hc$ucl, hc$est) }) +test_that("ssd_hc works with partially left censored data non-parametric", { + data <- ssddata::ccme_boron + data$right <- data$Conc + data$Conc[c(3,6,8)] <- NA + + set.seed(100) + fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") + hc <- ssd_hc(fits, ci = TRUE, nboot = 10, average = FALSE, parametric = FALSE) + expect_snapshot_data(hc, "partialeft nonpara") + expect_gt(hc$ucl, hc$est) +}) + test_that("ssd_hc not work partially censored even if all same left", { data <- ssddata::ccme_boron data$Conc2 <- data$Conc diff --git a/tests/testthat/test-summary.R b/tests/testthat/test-summary.R index 3265ac37..678a39e5 100644 --- a/tests/testthat/test-summary.R +++ b/tests/testthat/test-summary.R @@ -25,6 +25,31 @@ test_that("summary fitdists", { expect_identical(summary$unequal, FALSE) }) +test_that("summary left censored", { + data <- ssddata::ccme_boron + data$right <- data$Conc + data$Conc[c(3,6,8)] <- NA + + fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") + summary <- summary(fits) + expect_s3_class(summary, "summary_fitdists") + expect_identical(names(summary), c("fits", "censoring", "nrow", "rescaled", "weighted", "unequal", "min_pmix")) + expect_identical(summary$censoring, c(18.3, Inf)) + expect_identical(summary$nrow, 28L) + expect_equal(summary$min_pmix, 0.107142857) + expect_identical(summary$rescaled, 1) + expect_identical(summary$weighted, 1) + expect_identical(summary$unequal, FALSE) +}) + +test_that("summary right censored", { + data <- ssddata::ccme_boron + data$right <- data$Conc + data$right[c(3,6,8)] <- NA + + expect_error(ssd_fit_dists(data, dists = "lnorm", right = "right"), "^Distributions cannot currently be fitted to right censored data\\.$") +}) + test_that("summary fitdists with multiple dists", { data <- ssddata::ccme_boron fits <- ssd_fit_dists(data, rescale = TRUE) From ac10befc157acbe1c9e8b59f84a6ff1bb45f5274 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Fri, 16 Aug 2024 14:12:28 -0700 Subject: [PATCH 27/76] remove redundant value --- R/censor.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/censor.R b/R/censor.R index bcd5eb63..479cac8f 100644 --- a/R/censor.R +++ b/R/censor.R @@ -78,7 +78,7 @@ censoring <- function(data) { } censoring[1] <- max(0, data$right[data$left == 0]) - censoring[2] <- min(Inf, censoring[2], data$left[is.infinite(data$right)]) + censoring[2] <- min(Inf, data$left[is.infinite(data$right)]) if (censoring[1] >= censoring[2]) { return(c(NA_real_, NA_real_)) From 763abae9f5e5e7a9e2ca1544175f200cf127eca4 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Fri, 16 Aug 2024 14:48:33 -0700 Subject: [PATCH 28/76] test partial left full censored --- tests/testthat/_snaps/hc/partialeftfull.csv | 2 ++ tests/testthat/test-hc.R | 13 +++++++++++++ 2 files changed, 15 insertions(+) create mode 100644 tests/testthat/_snaps/hc/partialeftfull.csv diff --git a/tests/testthat/_snaps/hc/partialeftfull.csv b/tests/testthat/_snaps/hc/partialeftfull.csv new file mode 100644 index 00000000..f5ad6c50 --- /dev/null +++ b/tests/testthat/_snaps/hc/partialeftfull.csv @@ -0,0 +1,2 @@ +dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples +lnorm,0.05,1.83148,0.679282,0.46807,2.44477,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/test-hc.R b/tests/testthat/test-hc.R index a8d09941..d42444e4 100644 --- a/tests/testthat/test-hc.R +++ b/tests/testthat/test-hc.R @@ -293,6 +293,19 @@ test_that("ssd_hc works with partially left censored data", { expect_gt(hc$ucl, hc$est) }) +test_that("ssd_hc works with fully left censored data", { + data <- ssddata::ccme_boron + data$right <- data$Conc + data$right[data$Conc < 4] <- 4 + data$Conc[data$Conc < 4] <- NA + + set.seed(100) + fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") + hc <- ssd_hc(fits, ci = TRUE, nboot = 10, average = FALSE) + expect_snapshot_data(hc, "partialeftfull") + expect_gt(hc$ucl, hc$est) +}) + test_that("ssd_hc works with partially left censored data non-parametric", { data <- ssddata::ccme_boron data$right <- data$Conc From ebe750fcbb529e5e157054f59b6ed4d6199f8f55 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Fri, 16 Aug 2024 14:48:44 -0700 Subject: [PATCH 29/76] simplify censor --- R/censor.R | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/R/censor.R b/R/censor.R index 479cac8f..3455f27c 100644 --- a/R/censor.R +++ b/R/censor.R @@ -64,12 +64,13 @@ censor_data <- function(data, censoring) { censoring <- function(data) { censoring <- c(0, Inf) - data <- data[data$left != data$right, ] - if (!nrow(data)) { + if (all(data$left == data$right)) { return(censoring) } - + + data <- data[data$left != data$right, ] + left <- data$left == 0 right <- is.infinite(data$right) From 16fad1b433d40f6e13c0431ea2622028df329261 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Fri, 16 Aug 2024 15:26:37 -0700 Subject: [PATCH 30/76] refactor censoring --- R/censor.R | 15 ++++++--------- 1 file changed, 6 insertions(+), 9 deletions(-) diff --git a/R/censor.R b/R/censor.R index 3455f27c..1d6904be 100644 --- a/R/censor.R +++ b/R/censor.R @@ -64,22 +64,19 @@ censor_data <- function(data, censoring) { censoring <- function(data) { censoring <- c(0, Inf) + + censored <- data[data$left != data$right, ] - if (all(data$left == data$right)) { + if (!nrow(censored)) { return(censoring) } - - data <- data[data$left != data$right, ] - - left <- data$left == 0 - right <- is.infinite(data$right) - if (any(!left & !right)) { + if (any(censored$left != 0 & !is.infinite(censored$right))) { return(c(NA_real_, NA_real_)) } - censoring[1] <- max(0, data$right[data$left == 0]) - censoring[2] <- min(Inf, data$left[is.infinite(data$right)]) + censoring[1] <- max(0, censored$right[censored$left == 0]) + censoring[2] <- min(Inf, censored$left[is.infinite(censored$right)]) if (censoring[1] >= censoring[2]) { return(c(NA_real_, NA_real_)) From 9c859718b18293db748a1b71ec67fc8c3ee68713 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Fri, 16 Aug 2024 18:14:08 -0700 Subject: [PATCH 31/76] - Added `ssd_censor_data()`. - Enforced full censoring for parametric bootstrap. --- NAMESPACE | 1 + R/censor.R | 55 ++++++++++++------- R/censored.R | 20 +++++++ R/params.R | 1 + man/is_censored.Rd | 2 +- man/params.Rd | 2 + man/ssd_censor_data.Rd | 28 ++++++++++ tests/testthat/_snaps/censor/boron_10.csv | 29 ++++++++++ tests/testthat/_snaps/censor/boron_25.csv | 29 ++++++++++ tests/testthat/_snaps/censor/boron_2510.csv | 29 ++++++++++ tests/testthat/_snaps/hc/fullyleft.csv | 2 +- tests/testthat/_snaps/hc/partialeft.csv | 2 +- tests/testthat/_snaps/hc/partialeftfull.csv | 2 +- ...left nonpara.csv => partialeftnonpara.csv} | 0 tests/testthat/_snaps/print.md | 2 +- tests/testthat/test-censor.R | 29 ++++++---- tests/testthat/test-censored.R | 17 ++++++ tests/testthat/test-hc.R | 9 ++- tests/testthat/test-summary.R | 26 +++++++-- 19 files changed, 239 insertions(+), 46 deletions(-) create mode 100644 man/ssd_censor_data.Rd create mode 100644 tests/testthat/_snaps/censor/boron_10.csv create mode 100644 tests/testthat/_snaps/censor/boron_25.csv create mode 100644 tests/testthat/_snaps/censor/boron_2510.csv rename tests/testthat/_snaps/hc/{partialeft nonpara.csv => partialeftnonpara.csv} (100%) diff --git a/NAMESPACE b/NAMESPACE index 2499b85f..69ab7419 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -68,6 +68,7 @@ export(rgompertz) export(rlgumbel) export(scale_color_ssd) export(scale_colour_ssd) +export(ssd_censor_data) export(ssd_data) export(ssd_dists) export(ssd_dists_all) diff --git a/R/censor.R b/R/censor.R index 1d6904be..4070e0f3 100644 --- a/R/censor.R +++ b/R/censor.R @@ -12,6 +12,32 @@ # See the License for the specific language governing permissions and # limitations under the License. + +#' Censor Data +#' +#' @inheritParams params +#' +#' @return A tibble of the censored data. +#' @export +#' +#' @examples +#' ssd_censor_data(ssddata::ccme_boron, censoring = c(2.5, Inf)) +ssd_censor_data <- function(data, left = "Conc", ..., right = left, censoring = c(0, Inf)) { + .chk_data(data, left, right) + chk_unused(...) + + if(left == right) { + right <- "right" + data$right <- data[[left]] + } + + processed <- process_data(data, left, right) + censored <- censor_data(processed, censoring) + data[[left]] <- censored$left + data[[right]] <- censored$right + data +} + .is_censored <- function(x) { !identical(x, c(0, Inf)) } @@ -31,33 +57,15 @@ censoring_text <- function(x) { censoring } -#' Is Censored -#' `r lifecycle::badge('deprecated')` -#' -#' Deprecated for [`ssd_is_censored()`]. -#' -#' @param x A fitdists object. -#' -#' @return A flag indicating if the data is censored. -#' @export -#' @seealso [`ssd_is_censored()`] -#' -#' @examples -#' fits <- ssd_fit_dists(ssddata::ccme_boron) -#' is_censored(fits) -is_censored <- function(x) { - lifecycle::deprecate_warn("0.3.7", "is_censored()", "ssd_is_censored()") - chk_s3_class(x, "fitdists") - ssd_is_censored(x) -} - censor_data <- function(data, censoring) { if (!.is_censored(censoring)) { return(data) } chk_not_any_na(censoring) - + + data$right[data$left < censoring[1]] <- censoring[1] data$left[data$left < censoring[1]] <- 0 + data$left[data$right > censoring[2]] <- censoring[2] data$right[data$right > censoring[2]] <- Inf data } @@ -66,6 +74,7 @@ censoring <- function(data) { censoring <- c(0, Inf) censored <- data[data$left != data$right, ] + data <- data[data$left == data$right, ] if (!nrow(censored)) { return(censoring) @@ -81,6 +90,10 @@ censoring <- function(data) { if (censoring[1] >= censoring[2]) { return(c(NA_real_, NA_real_)) } + + if(any(data$right < censoring[1]) || any(data$left > censoring[2])) { + return(c(NA_real_, NA_real_)) + } censoring } diff --git a/R/censored.R b/R/censored.R index 23c5e46f..347fd798 100644 --- a/R/censored.R +++ b/R/censored.R @@ -54,3 +54,23 @@ ssd_is_censored.fitdists <- function(x, ...) { chk_unused(...) .is_censored(.censoring_fitdists(x)) } + +#' Is Censored +#' `r lifecycle::badge('deprecated')` +#' +#' Deprecated for [`ssd_is_censored()`]. +#' +#' @param x A fitdists object. +#' +#' @return A flag indicating if the data is censored. +#' @export +#' @seealso [`ssd_is_censored()`] +#' +#' @examples +#' fits <- ssd_fit_dists(ssddata::ccme_boron) +#' is_censored(fits) +is_censored <- function(x) { + lifecycle::deprecate_warn("0.3.7", "is_censored()", "ssd_is_censored()") + chk_s3_class(x, "fitdists") + ssd_is_censored(x) +} diff --git a/R/params.R b/R/params.R index c5550eb6..f160b9a5 100644 --- a/R/params.R +++ b/R/params.R @@ -26,6 +26,7 @@ #' relative to the extremes for non-missing values. #' @param chk A flag specifying whether to check the arguments. #' @param ci A flag specifying whether to estimate confidence intervals (by bootstrapping). +#' @param censoring A numeric vector of the left and right censoring values. #' @param color A string of the column in data for the color aesthetic. #' @param computable A flag specifying whether to only return fits with numerically computable standard errors. #' @param conc A numeric vector of concentrations to calculate the hazard proportions for. diff --git a/man/is_censored.Rd b/man/is_censored.Rd index 3b73c655..d2092375 100644 --- a/man/is_censored.Rd +++ b/man/is_censored.Rd @@ -1,5 +1,5 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/censor.R +% Please edit documentation in R/censored.R \name{is_censored} \alias{is_censored} \title{Is Censored diff --git a/man/params.Rd b/man/params.Rd index 8c759944..951b0433 100644 --- a/man/params.Rd +++ b/man/params.Rd @@ -27,6 +27,8 @@ relative to the extremes for non-missing values.} \item{ci}{A flag specifying whether to estimate confidence intervals (by bootstrapping).} +\item{censoring}{A numeric vector of the left and right censoring values.} + \item{color}{A string of the column in data for the color aesthetic.} \item{computable}{A flag specifying whether to only return fits with numerically computable standard errors.} diff --git a/man/ssd_censor_data.Rd b/man/ssd_censor_data.Rd new file mode 100644 index 00000000..6b281fc0 --- /dev/null +++ b/man/ssd_censor_data.Rd @@ -0,0 +1,28 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/censor.R +\name{ssd_censor_data} +\alias{ssd_censor_data} +\title{Censor Data} +\usage{ +ssd_censor_data(data, left = "Conc", ..., right = left, censoring = c(0, Inf)) +} +\arguments{ +\item{data}{A data frame.} + +\item{left}{A string of the column in data with the concentrations.} + +\item{...}{Unused.} + +\item{right}{A string of the column in data with the right concentration values.} + +\item{censoring}{A numeric vector of the left and right censoring values.} +} +\value{ +A tibble of the censored data. +} +\description{ +Censor Data +} +\examples{ +ssd_censor_data(ssddata::ccme_boron, censoring = c(2.5, Inf)) +} diff --git a/tests/testthat/_snaps/censor/boron_10.csv b/tests/testthat/_snaps/censor/boron_10.csv new file mode 100644 index 00000000..3b078a06 --- /dev/null +++ b/tests/testthat/_snaps/censor/boron_10.csv @@ -0,0 +1,29 @@ +Chemical,Species,Conc,Group,Units,right +Boron,Oncorhynchus mykiss,2.1,Fish,mg/L,2.1 +Boron,Ictalurus punctatus,2.4,Fish,mg/L,2.4 +Boron,Micropterus salmoides,4.1,Fish,mg/L,4.1 +Boron,Brachydanio rerio,10,Fish,mg/L,10 +Boron,Carassius auratus,10,Fish,mg/L,Inf +Boron,Pimephales promelas,10,Fish,mg/L,Inf +Boron,Daphnia magna,6,Invertebrate,mg/L,6 +Boron,Opercularia bimarginata,10,Invertebrate,mg/L,10 +Boron,Ceriodaphnia dubia,10,Invertebrate,mg/L,Inf +Boron,Entosiphon sulcatum,10,Invertebrate,mg/L,Inf +Boron,Chironomus decorus,10,Invertebrate,mg/L,Inf +Boron,Paramecium caudatum,10,Invertebrate,mg/L,Inf +Boron,Rana pipiens,10,Amphibian,mg/L,Inf +Boron,Bufo fowleri,10,Amphibian,mg/L,Inf +Boron,Bufo americanus,10,Amphibian,mg/L,Inf +Boron,Ambystoma jeffersonianum,10,Amphibian,mg/L,Inf +Boron,Ambystoma maculatum,10,Amphibian,mg/L,Inf +Boron,Rana sylvatica,10,Amphibian,mg/L,Inf +Boron,Elodea canadensis,1,Plant,mg/L,1 +Boron,Spirodella polyrrhiza,1.8,Plant,mg/L,1.8 +Boron,Chlorella pyrenoidosa,2,Plant,mg/L,2 +Boron,Phragmites australis,4,Plant,mg/L,4 +Boron,Chlorella vulgaris,5.2,Plant,mg/L,5.2 +Boron,Selenastrum capricornutum,10,Plant,mg/L,Inf +Boron,Scenedesmus subspicatus,10,Plant,mg/L,Inf +Boron,Myriophyllum spicatum,10,Plant,mg/L,Inf +Boron,Anacystis nidulans,10,Plant,mg/L,Inf +Boron,Lemna minor,10,Plant,mg/L,Inf diff --git a/tests/testthat/_snaps/censor/boron_25.csv b/tests/testthat/_snaps/censor/boron_25.csv new file mode 100644 index 00000000..f1533e86 --- /dev/null +++ b/tests/testthat/_snaps/censor/boron_25.csv @@ -0,0 +1,29 @@ +Chemical,Species,Conc,Group,Units,right +Boron,Oncorhynchus mykiss,0,Fish,mg/L,2.5 +Boron,Ictalurus punctatus,0,Fish,mg/L,2.5 +Boron,Micropterus salmoides,4.1,Fish,mg/L,4.1 +Boron,Brachydanio rerio,10,Fish,mg/L,10 +Boron,Carassius auratus,15.6,Fish,mg/L,15.6 +Boron,Pimephales promelas,18.3,Fish,mg/L,18.3 +Boron,Daphnia magna,6,Invertebrate,mg/L,6 +Boron,Opercularia bimarginata,10,Invertebrate,mg/L,10 +Boron,Ceriodaphnia dubia,13.4,Invertebrate,mg/L,13.4 +Boron,Entosiphon sulcatum,15,Invertebrate,mg/L,15 +Boron,Chironomus decorus,20,Invertebrate,mg/L,20 +Boron,Paramecium caudatum,20,Invertebrate,mg/L,20 +Boron,Rana pipiens,20.4,Amphibian,mg/L,20.4 +Boron,Bufo fowleri,48.6,Amphibian,mg/L,48.6 +Boron,Bufo americanus,50,Amphibian,mg/L,50 +Boron,Ambystoma jeffersonianum,70.7,Amphibian,mg/L,70.7 +Boron,Ambystoma maculatum,70.7,Amphibian,mg/L,70.7 +Boron,Rana sylvatica,70.7,Amphibian,mg/L,70.7 +Boron,Elodea canadensis,0,Plant,mg/L,2.5 +Boron,Spirodella polyrrhiza,0,Plant,mg/L,2.5 +Boron,Chlorella pyrenoidosa,0,Plant,mg/L,2.5 +Boron,Phragmites australis,4,Plant,mg/L,4 +Boron,Chlorella vulgaris,5.2,Plant,mg/L,5.2 +Boron,Selenastrum capricornutum,12.3,Plant,mg/L,12.3 +Boron,Scenedesmus subspicatus,30,Plant,mg/L,30 +Boron,Myriophyllum spicatum,34.2,Plant,mg/L,34.2 +Boron,Anacystis nidulans,50,Plant,mg/L,50 +Boron,Lemna minor,60,Plant,mg/L,60 diff --git a/tests/testthat/_snaps/censor/boron_2510.csv b/tests/testthat/_snaps/censor/boron_2510.csv new file mode 100644 index 00000000..903ce8a0 --- /dev/null +++ b/tests/testthat/_snaps/censor/boron_2510.csv @@ -0,0 +1,29 @@ +Chemical,Species,Conc,Group,Units,right +Boron,Oncorhynchus mykiss,0,Fish,mg/L,2.5 +Boron,Ictalurus punctatus,0,Fish,mg/L,2.5 +Boron,Micropterus salmoides,4.1,Fish,mg/L,4.1 +Boron,Brachydanio rerio,10,Fish,mg/L,10 +Boron,Carassius auratus,10,Fish,mg/L,Inf +Boron,Pimephales promelas,10,Fish,mg/L,Inf +Boron,Daphnia magna,6,Invertebrate,mg/L,6 +Boron,Opercularia bimarginata,10,Invertebrate,mg/L,10 +Boron,Ceriodaphnia dubia,10,Invertebrate,mg/L,Inf +Boron,Entosiphon sulcatum,10,Invertebrate,mg/L,Inf +Boron,Chironomus decorus,10,Invertebrate,mg/L,Inf +Boron,Paramecium caudatum,10,Invertebrate,mg/L,Inf +Boron,Rana pipiens,10,Amphibian,mg/L,Inf +Boron,Bufo fowleri,10,Amphibian,mg/L,Inf +Boron,Bufo americanus,10,Amphibian,mg/L,Inf +Boron,Ambystoma jeffersonianum,10,Amphibian,mg/L,Inf +Boron,Ambystoma maculatum,10,Amphibian,mg/L,Inf +Boron,Rana sylvatica,10,Amphibian,mg/L,Inf +Boron,Elodea canadensis,0,Plant,mg/L,2.5 +Boron,Spirodella polyrrhiza,0,Plant,mg/L,2.5 +Boron,Chlorella pyrenoidosa,0,Plant,mg/L,2.5 +Boron,Phragmites australis,4,Plant,mg/L,4 +Boron,Chlorella vulgaris,5.2,Plant,mg/L,5.2 +Boron,Selenastrum capricornutum,10,Plant,mg/L,Inf +Boron,Scenedesmus subspicatus,10,Plant,mg/L,Inf +Boron,Myriophyllum spicatum,10,Plant,mg/L,Inf +Boron,Anacystis nidulans,10,Plant,mg/L,Inf +Boron,Lemna minor,10,Plant,mg/L,Inf diff --git a/tests/testthat/_snaps/hc/fullyleft.csv b/tests/testthat/_snaps/hc/fullyleft.csv index 81b1e9ba..b62de35f 100644 --- a/tests/testthat/_snaps/hc/fullyleft.csv +++ b/tests/testthat/_snaps/hc/fullyleft.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,0.0276016,7.53289e-4,0.00793038,0.0101972,1,parametric,10,1,numeric(0) +average,0.05,0.0276016,0,0.0457802,0.0457802,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/hc/partialeft.csv b/tests/testthat/_snaps/hc/partialeft.csv index a77e3e2c..14b95452 100644 --- a/tests/testthat/_snaps/hc/partialeft.csv +++ b/tests/testthat/_snaps/hc/partialeft.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -lnorm,0.05,1.31771,0.0666319,0.001827,0.188473,1,parametric,10,1,numeric(0) +lnorm,0.05,1.31771,NA,NA,NA,1,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hc/partialeftfull.csv b/tests/testthat/_snaps/hc/partialeftfull.csv index f5ad6c50..fc19803e 100644 --- a/tests/testthat/_snaps/hc/partialeftfull.csv +++ b/tests/testthat/_snaps/hc/partialeftfull.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -lnorm,0.05,1.83148,0.679282,0.46807,2.44477,1,parametric,10,1,numeric(0) +lnorm,0.05,1.83148,0.798458,0.945173,3.2476,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/hc/partialeft nonpara.csv b/tests/testthat/_snaps/hc/partialeftnonpara.csv similarity index 100% rename from tests/testthat/_snaps/hc/partialeft nonpara.csv rename to tests/testthat/_snaps/hc/partialeftnonpara.csv diff --git a/tests/testthat/_snaps/print.md b/tests/testthat/_snaps/print.md index 1275e594..66c8d9fe 100644 --- a/tests/testthat/_snaps/print.md +++ b/tests/testthat/_snaps/print.md @@ -19,7 +19,7 @@ meanlog 0.623899 sdlog 1.31089 - Parameters estimated from 28 rows of left (2.4) censored, unequally weighted and rescaled (8.408) data. + Parameters estimated from 28 rows of inconsistently censored, unequally weighted and rescaled (8.408) data. # summary fitdists with inconsistently censored data diff --git a/tests/testthat/test-censor.R b/tests/testthat/test-censor.R index b877da80..b2d33b37 100644 --- a/tests/testthat/test-censor.R +++ b/tests/testthat/test-censor.R @@ -12,17 +12,26 @@ # See the License for the specific language governing permissions and # limitations under the License. -test_that("censor", { - rlang::local_options(lifecycle_verbosity = "quiet") +test_that("ssd_censor only add right by default", { + data <- ssddata::ccme_boron + data$right <- data$Conc + expect_identical(ssd_censor_data(ssddata::ccme_boron), data) +}) + +test_that("ssd_censor no rows", { + data <- ssddata::ccme_boron + data$right <- data$Conc + expect_identical(ssd_censor_data(ssddata::ccme_boron[0,]), data[0,]) +}) - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") +test_that("ssd_censor c(2.5, Inf)", { + expect_snapshot_data(ssd_censor_data(ssddata::ccme_boron, censoring = c(2.5, Inf)), "boron_25") +}) - expect_false(is_censored(fits)) +test_that("ssd_censor c(0, 10)", { + expect_snapshot_data(ssd_censor_data(ssddata::ccme_boron, censoring = c(0, 10)), "boron_10") +}) - # need to have example censored data - data <- ssddata::ccme_boron - data$Right <- data$Conc - data$Conc <- 0 - fits <- ssd_fit_dists(data, right = "Right", dists = c("gamma", "llogis", "lnorm")) - expect_true(is_censored(fits)) +test_that("ssd_censor c(2.5, 10)", { + expect_snapshot_data(ssd_censor_data(ssddata::ccme_boron, censoring = c(2.5, 10)), "boron_2510") }) diff --git a/tests/testthat/test-censored.R b/tests/testthat/test-censored.R index 9236f2ba..e8037fb1 100644 --- a/tests/testthat/test-censored.R +++ b/tests/testthat/test-censored.R @@ -77,3 +77,20 @@ test_that("ssd_is_censored TRUE fitdists multiple", { fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") expect_true(ssd_is_censored(fits)) }) + + +test_that("censor", { + rlang::local_options(lifecycle_verbosity = "quiet") + + fits <- ssd_fit_dists(ssddata::ccme_boron, dists = "lnorm") + + expect_false(is_censored(fits)) + + # need to have example censored data + data <- ssddata::ccme_boron + data$Right <- data$Conc + data$Conc <- 0 + fits <- ssd_fit_dists(data, right = "Right", dists = c("gamma", "llogis", "lnorm")) + expect_true(is_censored(fits)) +}) + diff --git a/tests/testthat/test-hc.R b/tests/testthat/test-hc.R index d42444e4..d882ee6e 100644 --- a/tests/testthat/test-hc.R +++ b/tests/testthat/test-hc.R @@ -278,19 +278,18 @@ test_that("ssd_hc works with fully left censored data", { set.seed(10) hc <- ssd_hc(fits, ci = TRUE, nboot = 10, ci_method = "weighted_arithmetic") expect_snapshot_data(hc, "fullyleft") - expect_gt(hc$ucl, hc$est) }) -test_that("ssd_hc works with partially left censored data", { +test_that("ssd_hc warns with partially left censored data", { data <- ssddata::ccme_boron data$right <- data$Conc data$Conc[c(3,6,8)] <- NA set.seed(100) fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") - hc <- ssd_hc(fits, ci = TRUE, nboot = 10, average = FALSE) + expect_warning(hc <- ssd_hc(fits, ci = TRUE, nboot = 10, average = FALSE), + "Parametric CIs cannot be calculated for inconsistently censored data\\.") expect_snapshot_data(hc, "partialeft") - expect_gt(hc$ucl, hc$est) }) test_that("ssd_hc works with fully left censored data", { @@ -314,7 +313,7 @@ test_that("ssd_hc works with partially left censored data non-parametric", { set.seed(100) fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") hc <- ssd_hc(fits, ci = TRUE, nboot = 10, average = FALSE, parametric = FALSE) - expect_snapshot_data(hc, "partialeft nonpara") + expect_snapshot_data(hc, "partialeftnonpara") expect_gt(hc$ucl, hc$est) }) diff --git a/tests/testthat/test-summary.R b/tests/testthat/test-summary.R index 678a39e5..1c627ec6 100644 --- a/tests/testthat/test-summary.R +++ b/tests/testthat/test-summary.R @@ -25,7 +25,7 @@ test_that("summary fitdists", { expect_identical(summary$unequal, FALSE) }) -test_that("summary left censored", { +test_that("summary partially left censored", { data <- ssddata::ccme_boron data$right <- data$Conc data$Conc[c(3,6,8)] <- NA @@ -34,7 +34,7 @@ test_that("summary left censored", { summary <- summary(fits) expect_s3_class(summary, "summary_fitdists") expect_identical(names(summary), c("fits", "censoring", "nrow", "rescaled", "weighted", "unequal", "min_pmix")) - expect_identical(summary$censoring, c(18.3, Inf)) + expect_identical(summary$censoring, c(NA_real_, NA_real_)) expect_identical(summary$nrow, 28L) expect_equal(summary$min_pmix, 0.107142857) expect_identical(summary$rescaled, 1) @@ -42,7 +42,7 @@ test_that("summary left censored", { expect_identical(summary$unequal, FALSE) }) -test_that("summary right censored", { +test_that("summary partiaally right censored", { data <- ssddata::ccme_boron data$right <- data$Conc data$right[c(3,6,8)] <- NA @@ -63,7 +63,7 @@ test_that("summary fitdists with multiple dists", { expect_identical(summary$unequal, FALSE) }) -test_that("summary fitdists with censored, rescaled, unequally weighted data", { +test_that("summary fitdists with partially censored, rescaled, unequally weighted data", { data <- ssddata::ccme_boron data$Mass <- seq_len(nrow(data)) data$Other <- data$Conc @@ -72,13 +72,29 @@ test_that("summary fitdists with censored, rescaled, unequally weighted data", { summary <- summary(fits) expect_s3_class(summary, "summary_fitdists") expect_identical(names(summary), c("fits", "censoring", "nrow", "rescaled", "weighted", "unequal", "min_pmix")) - expect_equal(summary$censoring, c(2.4, Inf)) + expect_equal(summary$censoring, c(NA_real_, NA_real_)) expect_identical(summary$nrow, 28L) expect_equal(summary$rescaled, 8.40832920383116) expect_identical(summary$weighted, 28) expect_identical(summary$unequal, TRUE) }) +test_that("summary fitdists with left censored, rescaled, unequally weighted data", { + data <- ssddata::ccme_boron + data$Mass <- seq_len(nrow(data)) + data$Other <- data$Conc + data <- ssd_censor_data(data, right = "Other", censoring = c(2.5, Inf)) + fits <- ssd_fit_dists(data, right = "Other", weight = "Mass", rescale = TRUE, dists = "lnorm") + summary <- summary(fits) + expect_s3_class(summary, "summary_fitdists") + expect_identical(names(summary), c("fits", "censoring", "nrow", "rescaled", "weighted", "unequal", "min_pmix")) + expect_equal(summary$censoring, c(2.5, Inf)) + expect_identical(summary$nrow, 28L) + expect_equal(summary$rescaled, 13.2947358003083) + expect_identical(summary$weighted, 28) + expect_identical(summary$unequal, TRUE) +}) + test_that("summary weighted if equal weights but not 1", { data <- ssddata::ccme_boron data$Mass <- 2 From 2d9002619901df1416ef74986e3024c2fd36eef9 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 19 Aug 2024 08:50:42 -0700 Subject: [PATCH 32/76] more censoring tests --- tests/testthat/test-censor.R | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/tests/testthat/test-censor.R b/tests/testthat/test-censor.R index b2d33b37..4ca63ece 100644 --- a/tests/testthat/test-censor.R +++ b/tests/testthat/test-censor.R @@ -18,6 +18,19 @@ test_that("ssd_censor only add right by default", { expect_identical(ssd_censor_data(ssddata::ccme_boron), data) }) +test_that("ssd_censor use existing right", { + data <- ssddata::ccme_boron + data$right2 <- data$Conc + expect_identical(ssd_censor_data(data, right = "right2"), data) +}) + +test_that("ssd_censor use existing right and left", { + data <- ssddata::ccme_boron + data$right2 <- data$Conc + data$left3 <- data$Conc + expect_identical(ssd_censor_data(data, left = "left3", right = "right2"), data) +}) + test_that("ssd_censor no rows", { data <- ssddata::ccme_boron data$right <- data$Conc From e52f3fb16bf30393b3c8494dddbbaff474f20060 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 19 Aug 2024 10:15:23 -0700 Subject: [PATCH 33/76] - Deprecate `ssd_wqg_bc()` and `ssd_wqg_burrlioz()`. --- R/wqg.R | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/R/wqg.R b/R/wqg.R index 72453332..8161d104 100644 --- a/R/wqg.R +++ b/R/wqg.R @@ -37,6 +37,8 @@ #' ssd_wqg_bc(ssddata::ccme_boron) #' } ssd_wqg_bc <- function(data, left = "Conc") { + lifecycle::deprecate_warn("1.0.6.9016", "ssd_wqg_bc()", "ssd_fit_bcanz()", + details = "Please use `ssd_fit_bcanz()` and `ssd_hc()` instead.") fits <- ssd_fit_dists(data, left = left, rescale = FALSE) ssd_hc(fits, ci = TRUE, nboot = 10000) } @@ -66,6 +68,8 @@ ssd_wqg_bc <- function(data, left = "Conc") { #' ssd_wqg_burrlioz(ssddata::ccme_boron) #' } ssd_wqg_burrlioz <- function(data, left = "Conc") { + lifecycle::deprecate_warn("1.0.6.9016", "ssd_wqg_burrlioz()", "ssd_fit_bcanz()", + details = "Please use `ssd_fit_burrlioz()` and `ssd_hc_burrlioz()` instead.") fit <- ssd_fit_burrlioz(data, left = left, rescale = FALSE) ssd_hc_burrlioz(fit, ci = TRUE, nboot = 10000) } From 24dab69390d1e69bc4d2d18a26aefe4a598d61e8 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 19 Aug 2024 10:27:47 -0700 Subject: [PATCH 34/76] move to deprecated functions --- R/wqg.R | 2 +- _pkgdown.yml | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/R/wqg.R b/R/wqg.R index 8161d104..6d1c5099 100644 --- a/R/wqg.R +++ b/R/wqg.R @@ -38,7 +38,7 @@ #' } ssd_wqg_bc <- function(data, left = "Conc") { lifecycle::deprecate_warn("1.0.6.9016", "ssd_wqg_bc()", "ssd_fit_bcanz()", - details = "Please use `ssd_fit_bcanz()` and `ssd_hc()` instead.") + details = "Please use `ssd_fit_bcanz()` and `ssd_hc_bcanz()` instead.") fits <- ssd_fit_dists(data, left = left, rescale = FALSE) ssd_hc(fits, ci = TRUE, nboot = 10000) } diff --git a/_pkgdown.yml b/_pkgdown.yml index 61ca3265..d8d0790e 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -35,8 +35,6 @@ reference: contents: - ssd_hc - ssd_hc_bcanz - - ssd_wqg_bc - - ssd_wqg_burrlioz - title: Hazard Proportions desc: Functions that calculate hazard proportions contents: @@ -99,6 +97,8 @@ reference: contents: - geom_ssd - is_censored + - ssd_wqg_bc + - ssd_wqg_burrlioz - ssd_hc_burrlioz - ssd_plot_cf - stat_ssd From 9d42693fa7854f959744ef0609ca2facf7936799 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 19 Aug 2024 10:46:17 -0700 Subject: [PATCH 35/76] add `ssd_censor_data()` to _pkgdown.yml --- _pkgdown.yml | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/_pkgdown.yml b/_pkgdown.yml index 61ca3265..6692056d 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -42,6 +42,12 @@ reference: contents: - ssd_hp - ssd_hp_bcanz +- title: Manipulate Data + desc: Functions that manipulate data + contents: + - ssd_censor_data + - ssd_data + - ssd_sort_data - title: Manipulate Fits desc: Functions that manipulate fits of distributions contents: @@ -84,15 +90,12 @@ reference: - is.fitdists - ssd_licensing_md - npars - - ssd_data - ssd_ecd - ssd_ecd_data - ssd_exposure - - ssd_fit_dists - ssd_is_censored - ssd_match_moments - ssd_min_pmix - - ssd_sort_data - pearson1000 - title: Deprecated desc: Deprecated functions which will become defunct in future versions From 3c8be8937729de511ee95af932370a8f8e0501b7 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 19 Aug 2024 10:46:26 -0700 Subject: [PATCH 36/76] dist_data example fixed --- R/data.R | 2 +- man/dist_data.Rd | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/R/data.R b/R/data.R index df10b410..c42db9fe 100644 --- a/R/data.R +++ b/R/data.R @@ -42,7 +42,7 @@ #' } #' @family dists #' @examples -#' dist +#' dist_data "dist_data" #' Pearson 1000 Data diff --git a/man/dist_data.Rd b/man/dist_data.Rd index 92fb65ab..1182fdd8 100644 --- a/man/dist_data.Rd +++ b/man/dist_data.Rd @@ -23,7 +23,7 @@ A data frame of information on the implemented distributions. } } 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+library(mle.tools) +library(reshape2) +library(ssdtools) + +nsim <- 1000 # number of simulations for effect of bias correction +``` + +## Introduction + +### What is the issue + +The *ssdtools* package uses the method of Maximum Likelihood (ML) to estimate parameters for each distribution that is fit to the data. Statistical theory +says that maximum likelihood estimators are asymptotically unbiased, but does +not guarantee performance in small samples. + +For example, consider the CCME silver data that ships with *ssdtools*. + +```{r warning=FALSE, message=FALSE} +data(ccme_data) +Ag <- ccme_data[ ccme_data$Chemical=="Silver",] +Ag$ecdf <- (rank(Ag$Conc)+.25)/(nrow(Ag)+.5) +Ag +``` + +Let us fit a log-normal distribution to the Ag endpoint data and estimate the parameters: + +```{r warning=FALSE, message=FALSE} +fit <- ssd_fit_dists(Ag, dist="lnorm") +fit +``` + +For most distributions, the MLE must be found numerically by iterative +methods, but the log-normal distribution has easily computed estimators. + +The *meanlog* parameter shown above represents the mean of the concentrations +on the (natural) logarithmic scale and we can easily reproduce +this value: + +```{r } +mean(log(Ag$Conc)) +``` + +The *sdlog* parameter represents the standard deviation on the logarithmic scale, but +the direct computation of the standard deviation gives a slightly different +result: + +```{r } +sd(log(Ag$Conc)) +``` + + +It turns out that in small samples, the MLE of the standard deviation +for a log-normal distribution has a negative bias, i.e. the MLE tends to be +smaller than the underlying true parameter value. The cause of this bias +is found by comparing the formula for the MLE of the standard deviation +and the traditional estimator for the standard deviation: + +$$ \widehat{\sigma}_{MLE} = \sqrt{\frac{\sum{(Y_i-\overline{Y})^2}}{{n}}}$$ +$$ \widehat{\sigma}_{traditional} = \sqrt{\frac{\sum{(Y_i-\overline{Y})^2}}{{n-1}}}$$ + +where $n$ is the sample size, $Y_i$ are the $\log(concentrations)$, and +$\overline{Y}$ is the sample mean concentration again on the logarithmic scale. + +We notice that the MLE uses a divisor of $n$ while the traditional +method uses a divisor of $n-1$. Hence the MLE has a negative bias and its value +is +`r round(fit$lnorm$estimate["sdlog"]/sd(log(Ag$Conc)),2)`x the +usual estimator for $\sigma$ which is +$\sqrt{\frac{n-1}{n}}$ = +`r round(sqrt((nrow(Ag)-1)/(nrow(Ag))),2)` evaluated at $n$ = `r nrow(Ag)` . + +As the sample size +increases the absolute size of the bias will get smaller and smaller, i.e., +if $n=20$, then the MLE estimator is `r round(sqrt((20-1)/(20)),2)`x the traditional +estimator for $\sigma$ +which is neglible given the uncertainties in the actual end points. + +Conversly, as the sample size decreases, the absolute size of the bias could become quite large, i.e., +if $n=4$, then the MLE is `r round(sqrt((4-1)/(4)),2)`x the traditional estimator. But +if you are fitting a species sensitivity distribution to only 4 data values, +perhaps concern about bias in MLE is misplaced. Australian guidelines recommend a minimum sample size of 8 species. + +## What is the impact on the HCx value? +If the standard deviation is underestimated, then the tails of the +distribution will be pulled inwards and the HCx values will tend +to be larger compared to the case where the standard deviation is not deflated +as shown in the following plot: + +```{r echo=FALSE,message=FALSE, warning=FALSE} +MLEcurve <- data.frame(logConc=seq(-3,3,.1), source="MLE") +MLEcurve$density <- pnorm(MLEcurve$logConc, mean=fit$lnorm$estimate["meanlog"], + sd= fit$lnorm$estimate["sdlog"]) +REGcurve <- data.frame(logConc=seq(-3,3,.1), source="Corrected SD") +REGcurve$density <- pnorm(REGcurve$logConc, + mean=fit$lnorm$estimate["meanlog"], + sd= sd(log(Ag$Conc))) +plotdata <- rbind(MLEcurve, REGcurve) +ggplot(data=plotdata, aes(x=logConc, y=density))+ + ggtitle( "Comparing the estimated cumulative density computed using \nMLE and bias-corrected SD", + subtitle=paste("Ag CCME data with n=",nrow(Ag),sep=""))+ + geom_line(aes(color=source, linetype=source))+ + geom_hline(yintercept=.05)+ + ylab("Cumulative probabiity")+ + xlab("log(Concentration) \n Horizontal line represents the HC5")+ + geom_point(data=Ag, aes(x=log(Conc),y=ecdf)) + + +``` + +```{r echo=FALSE} +# compute the HC5 from the two fit +MLE.HC5.log <- qnorm(.05,mean=fit$lnorm$estimate["meanlog"], sd= fit$lnorm$estimate["sdlog"]) +MLE.HC5 <- exp(MLE.HC5.log) +REG.HC5.log <- qnorm(.05,mean=fit$lnorm$estimate["meanlog"], sd= sd(log(Ag$Conc)) ) +REG.HC5 <- exp(REG.HC5.log) + +MLE.HC1.log <- qnorm(.01,mean=fit$lnorm$estimate["meanlog"], sd= fit$lnorm$estimate["sdlog"]) +MLE.HC1 <- exp(MLE.HC1.log) +REG.HC1.log <- qnorm(.01,mean=fit$lnorm$estimate["meanlog"], sd= sd(log(Ag$Conc)) ) +REG.HC1 <- exp(REG.HC1.log) + + +``` + +The HC5 estimated from the MLE fit is `r round(MLE.HC5.log,2)` on the logarithmic concentrations +scale or `r round(MLE.HC5,3)` on the concentration scale. +The HC5 estimated after correcting the standard deviation for small sample bias is +`r round(REG.HC5.log,2)` on the logarithmic concentrations +scale or `r round(REG.HC5,3)` on the concentration scale. +The ratio of HC5 values +is `r round(REG.HC5/MLE.HC5,2)`x on the concentration scale, i.e. +the estimated HC5 from the MLE is `r round(MLE.HC5/REG.HC5,1)`x larger than the HC5 computed using the bias correction. + +The differences between the HCx computed from the MLE fit and using the corrected +standard deviation will become more pronounced for small HCx values. For example, +the HC1 estimated from the MLE fit is `r round(MLE.HC1,3)` +and the HC1 estimated using the corrected standard deviation +is `r round(REG.HC1,3)` on the concentration scale. +The ratio of the HC1 values +is `r round(REG.HC1/MLE.HC1,2)`x on the concentrations scale, i.e. +the estimated HC1 from the MLE is `r round(MLE.HC1/REG.HC1,1)`x larger than the HC5 computed using the bias correction. + + +## What can be done? +A similar concernalso occurs with other distributions. Howeve, except for a few distributions, +such as the normal distribution, analytical expressions for the MLE +and for unbiased estimators do not exist. The *mle.tools* package from CRAN +provides a method that numerically corrects the bias after the fit is completed. + +### Bias correction using Cox-Snell method - log-normal distribution + +For example, again using the Ag log-normal fit we have: +```{r } +# apply the Cox and Snell (1968) bias correction using mle.tools. +# what is the density function +norm.pdf <- quote(1 / (sqrt(2 * pi) * sigma) * exp(-0.5 / sigma ^ 2 * (x - mu) ^ 2)) +norm.pdf + +# what is the log(density) function (ignoring constants) +log.norm.pdf <- quote(- log(sigma) - 0.5 / sigma ^ 2 * (x - mu) ^ 2) +log.norm.pdf + + +bias.correct <- coxsnell.bc(density = norm.pdf, + logdensity = log.norm.pdf, + n = length(Ag$Conc), + parms = c("mu", "sigma"), + mle = c(fit$lnorm$estimate["meanlog"], + fit$lnorm$estimate["sdlog" ]), + lower = '-Inf', upper = 'Inf') +bias.correct + +``` + +The biased corrected value for the standard deviation is +`r round(bias.correct$mle.b["sigma"],2)` which is comparable +to the standard deviation of the log(concentration) found +earlier of `r round(sd(log(Ag$Conc)),2)`. + + +A small simulation study was conducted to investigate the effect of sample size +on the bias correction and effects of the small-sample bias in the estimates +of HC5 and HC1. For this simulation study, it was assumed that a log-normal +distribution represented the distribution of endpoints among species with a mean of 0 +and a standard deviation of 1 (on the logarithmic scale). These values are arbitrary, but +any log-normal distribution can be rescaled (e.g. by changing units) to have this mean +and standard deviation. + +Simulated data sets at various sample sizes were generated, the MLE and bias-corrected estimates +were obtained and these were used to estimate the HC5 and HC1 on the $\log()$ and anti-log scales. The average +value of each response was then computed and plotted vs. the actual parameter values based +on the known mean and standard deviation (shown in the plot below as a black horizontal line). +For example, for a log-normal distribution with a mean +of 0 and a standard deviation of 1 on the log-scale, the $log(HC5)$ is the 0.05 quantile +of the normal distribution or `r round(qnorm(.05, 0, 1),3)`. + +A plot of the results is: + +```{r message=FALSE, warning=FALSE, include=FALSE} +# Simulation study to estimate effect of small sample bias on estimates of HC5 and HC1 +# Use a normal distribution +set.seed(964544) + +mu <- 0 +sd <- 1 + +sample.sizes <- c(6, 8, 10, 12, 15, 20, 25, 30, 50) + +res <- plyr::ldply(sample.sizes, function(n, mu, sd, nsim=1000){ + fits <- plyr::ldply(1:nsim, function(sim, n, mu, sd){ + # generate sample of size n from a normal distribution with specified mean and variance + #browser() + df <- data.frame(Conc= exp(rnorm(n, mean=mu, sd=sd))) + + # find the mle using ssd tools + fit <- ssd_fit_dists(df, dist="lnorm") + + # find the bias corrected estimates + norm.pdf <- quote(1 / (sqrt(2 * pi) * sigma) * exp(-0.5 / sigma ^ 2 * (x - mu) ^ 2)) + # what is the log(density) function (ignoring constants) + log.norm.pdf <- quote(- log(sigma) - 0.5 / sigma ^ 2 * (x - mu) ^ 2) + log.norm.pdf + + bias.correct <- coxsnell.bc(density = norm.pdf, + logdensity = log.norm.pdf, + n = n, + parms = c("mu", "sigma"), + mle = c(fit$lnorm$estimate["meanlog"], + fit$lnorm$estimate["sdlog" ]), + lower = '-Inf', upper = 'Inf') + + # find the hc5 and hc1 using the MLE and bias corrected values + # compute the HC5 from the two fit + actual.HC5.log <- qnorm(.05, mean=mu, sd=sd) + actual.HC1.log <- qnorm(.01, mean=mu, sd=sd) + actual.HC5 <- exp(actual.HC5.log) + actual.HC1 <- exp(actual.HC1.log) + MLE.HC5.log <- qnorm(.05,mean=fit$lnorm$estimate["meanlog"], sd= fit$lnorm$estimate["sdlog"]) + MLE.HC5 <- exp(MLE.HC5.log) + BC.HC5.log <- qnorm(.05,mean=bias.correct$mle.bc["mu"], + sd =bias.correct$mle.bc["sigma"] ) + BC.HC5 <- exp(BC.HC5.log) + + MLE.HC1.log <- qnorm(.01,mean=fit$lnorm$estimate["meanlog"], sd= fit$lnorm$estimate["sdlog"]) + MLE.HC1 <- exp(MLE.HC1.log) + BC.HC1.log <- qnorm(.01,mean=bias.correct$mle.bc["mu"], + sd =bias.correct$mle.bc["sigma"] ) + BC.HC1 <- exp(BC.HC1.log) + + data.frame(n=n, sim=sim, mu=mu, sd=sd, + mle.meanlog=fit$lnorm$estimate["meanlog"], + mle.sdlog =fit$lnorm$estimate["sdlog"], + bc.meanlog = bias.correct$mle.bc["mu"], + bc.sdlog = bias.correct$mle.bc["sigma"], + actual.HC5.log, + actual.HC5, + actual.HC1.log, + actual.HC1, + MLE.HC5.log = MLE.HC5.log, + MLE.HC5, + BC.HC5.log, + BC.HC5, + MLE.HC1.log, + MLE.HC1, + BC.HC1.log, + BC.HC1) + }, n=n, mu=mu, sd=sd) + fits +}, mu=mu, sd=sd, nsim=nsim) + +head(res) +# summarize the output from the simulation +res.summary <- plyr::ddply(res,"n", plyr::summarize, + n=mean(n), + nsims=max(sim), + mu=mean(mu), + sd=mean(sd), + mean.mle.meanlog= mean(mle.meanlog), + mean.mle.sdlog = mean(mle.sdlog), + mean.bc.meanlog = mean(bc.meanlog), + mean.bc.sdlog = mean(bc.sdlog), + actual.HC5.log = mean(actual.HC5.log), + actual.HC1.log = mean(actual.HC1.log), + mean.mle.HC5.log= mean(MLE.HC5.log), + mean.mle.HC1.log= mean(MLE.HC1.log), + mean.bc.HC5.log = mean(BC.HC5.log), + mean.bc.HC1.log = mean(BC.HC1.log), + mean.mle.HC5 = mean(MLE.HC5), + mean.mle.HC1 = mean(MLE.HC1), + mean.bc.HC5 = mean(BC.HC5), + mean.bc.HC1 = mean(BC.HC1) + + ) +res.summary + + +plotdata <- reshape2::melt(res.summary, + id.vars="n", + value.name="value", + variable.name="Measure") +plotdata$Measure <- as.character(plotdata$Measure) +unique(plotdata$Measure) +str(plotdata) + +plotdata$parameter <- car::recode(plotdata$Measure, + " 'mean.mle.meanlog'='Mean of log(Conc)'; + 'mean.bc.meanlog' ='Mean of log(Conc)'; + 'mean.mle.sdlog' ='SD of log(Conc)'; + 'mean.bc.sdlog' ='SD of log(Conc)'; + 'mean.mle.HC5.log'='log(HC)'; + 'mean.mle.HC1.log'='log(HC)'; + 'mean.bc.HC5.log' ='log(HC)'; + 'mean.bc.HC1.log' ='log(HC)'; + 'mean.mle.HC5' ='actual HC'; + 'mean.mle.HC1' ='actual HC'; + 'mean.bc.HC5' ='actual HC'; + 'mean.bc.HC1' ='actual HC'; + + ") + +plotdata$method <- car::recode(plotdata$Measure, + "'mean.mle.meanlog'='MLE'; + 'mean.bc.meanlog' ='BC'; + 'mean.mle.sdlog' ='MLE'; + 'mean.bc.sdlog' ='BC'; + 'mean.mle.HC5.log'='MLE'; + 'mean.mle.HC1.log'='MLE'; + 'mean.bc.HC5.log' ='BC'; + 'mean.bc.HC1.log' ='BC'; + 'mean.mle.HC5' ='MLE'; + 'mean.mle.HC1' ='MLE'; + 'mean.bc.HC5' ='BC'; + 'mean.bc.HC1' ='BC'; + + ") + +plotdata$HC <- car::recode(plotdata$Measure, + "'mean.mle.HC5.log'='HC5'; + 'mean.mle.HC1.log'='HC1'; + 'mean.bc.HC5.log' ='HC5'; + 'mean.bc.HC1.log' ='HC1'; + 'mean.mle.HC5' ='HC5'; + 'mean.mle.HC1' ='HC1'; + 'mean.bc.HC5' ='HC5'; + 'mean.bc.HC1' ='HC1'; + + else='NA'; + ") + +head(plotdata) + +xtabs(~Measure+parameter, data=plotdata, exclude=NULL, na.action=na.pass) +xtabs(~Measure+method , data=plotdata, exclude=NULL, na.action=na.pass) + +select <- grepl("meanlog", plotdata$Measure) | + grepl("sdlog" , plotdata$Measure) | + grepl("mle.HC5.log", plotdata$Measure) | + grepl("mle.HC1.log", plotdata$Measure) | + grepl("bc.HC5.log", plotdata$Measure) | + grepl("bc.HC1.log", plotdata$Measure) | + grepl("mle.HC5", plotdata$Measure) | + grepl("mle.HC1", plotdata$Measure) | + grepl("bc.HC5", plotdata$Measure) | + grepl("bc.HC1", plotdata$Measure) + +plotdata[select,] + +true.parms <- data.frame(parameter=c("Mean of log(Conc)", + "SD of log(Conc)", + "log(HC)", + "log(HC)", + "actual HC", + 'actual HC'), + value=c(0,1,qnorm(.05, mu, sd), qnorm(.01, mu, sd), exp(qnorm(.05, mu, sd)), exp(qnorm(.01, mu, sd))), + linetype=c("solid","solid","dashed","solid","dashed","solid"), stringsAsFactors=FALSE) +true.parms + +simplot <- ggplot(data=plotdata[select,], aes(x=n, y=value,color=method, linetype=HC))+ + ggtitle("Performance of mle and bias corrected estimators", + subtitle=paste("Log-normal distribution with mean= ", mu, ' and sd =',sd,' on the log() scale',sep=""))+ + geom_point(position=position_jitter(w=0.4))+ + geom_line( position=position_jitter(w=0.4))+ + facet_wrap(~parameter, ncol=2,scales="free")+ + geom_hline(data=true.parms, aes(yintercept=value), linetype=true.parms$linetype)+ + xlab("Sample size")+ + scale_linetype_discrete(na.value="solid", breaks=c("HC1","HC5"), ) +``` +```{r echo=FALSE, message=FALSE, warning=FALSE} +simplot +``` + +The MLE is unbiased for the mean of the log-normal distribution (bottom left plot) - +the apparent deviations from the true value of 0 are very small (note the scale +on the $Y$ axis) and simply simulation artefacts. + +The MLE for the standard deviation +is biased downwards (lower right plot) and the bias become smaller with +increasing sample size (the curve for the mean of the MLE estimate of the +standard deviation increases and approaches the true value of 0). The bias-correction for the +standard deviation is effective for all but the smallest sample sizes. + +The estimated $\log{HC}$ (upper right plot) based on the MLE is biased upwards (i.e. larger) than the true +values but the bias declines with sample size (as expected). The +estimate of the $\log{HC}$ based on the bias-corrected estimates performs well +(close to the true value) except at very small sample sizes. + +Finally, the estimated $HC1$ and $HC5$ values are again biased upwards (upper left plot). +This bias consists of two parts + +1. bias in the underlying estimates of the parameters +of the distribution +2. non-linear tranformation bias, i.e. the mean of a function of the parameter values is +not equal to the function evaluated at the mean of the parameter values. For example, the +HC5 is found as the anti-log of the 5$^{th}$ percentile of the normal distribution. Suppose +we have two simulation results where the estimated 5$^{th}$ percentile of the fitted normal distribution +were $-1.8$ and $-1.5$. The mean of the estimated 5$^th$ percentile is $\frac{-1.8+(-1.5)}{2}=-1.65$ and +is unbiased for the actual percentile value of $-1.645$. However, the actual HC5 is found as the anti-log +of the two individual estimates, i.e. $\exp(-1.8)=0.165$ and $\exp(-1.6)=.223$ whose mean is 0.194, but +the anti-log of the average, $exp(-1.65)=.192$ which is not the same value. + +The total bias does not appear to be large except in the case of very small sample sizes. + +### Bias correction using Cox-Snell method - gamma distribution + +We can also apply this to other distributions such as the gamma +distribution. If we fit a gamma distribution to the +Ag data we obtain: +```{r warnings=FALSE, message=FALSE} +fit.gamma <- ssd_fit_dists(Ag, dist="gamma") +fit.gamma +``` +The bias corrected estimates are: +```{r } +# apply the Cox and Snell (1968) bias correction using mle.tools. +# what is the density function +gamma.pdf <- quote(1 /(scale ^ shape * gamma(shape)) * x ^ (shape - 1) * exp(-x / scale)) +gamma.pdf + +# what is the log(density) functiong ingoring constants +log.gamma.pdf <- quote(-shape * log(scale) - lgamma(shape) + shape * log(x) - + x / scale) +log.gamma.pdf + +bias.correct.gamma <- coxsnell.bc(density = gamma.pdf, + logdensity = log.gamma.pdf, + n = length(Ag$Conc), + parms = c("shape", "scale"), + mle = c(fit.gamma$gamma$estimate["shape"], + fit.gamma$gamma$estimate["scale" ]), + lower = 0, upper = 'Inf') +bias.correct.gamma + +``` + +The two cumulative density functions are: + +```{r echo=FALSE,message=FALSE, warning=FALSE} +MLEcurve <- data.frame(logConc=seq(-5,3,.1), source="MLE") +MLEcurve$density <- pgamma(exp(MLEcurve$logConc), + shape=fit.gamma$gamma$estimate["shape"], + scale=fit.gamma$gamma$estimate["scale"]) +REGcurve <- data.frame(logConc=seq(-5,3,.1), source="Bias corrected") +REGcurve$density <- pgamma(exp(REGcurve$logConc), + shape=bias.correct.gamma$mle.bc["shape"], + scale=bias.correct.gamma$mle.bc["scale"]) +plotdata <- rbind(MLEcurve, REGcurve) +ggplot(data=plotdata, aes(x=logConc, y=density))+ + ggtitle( "Comparing the estimated cumulative gamma density \nusing MLE and bias correction", + subtitle=paste("Ag CCME data with n=",nrow(Ag), + ' and gamma fit',sep=""))+ + geom_line(aes(color=source, linetype=source))+ + geom_hline(yintercept=.05)+ + xlab("log(Concentration) \n Horizontal line represents the HC5")+ + ylab("Cumulative probability")+ + geom_point(data=Ag, aes(x=log(Conc),y=ecdf)) + +``` + +```{r echo=FALSE} +# compute the HC5 from the two fit +MLE.gamma.HC5.log <- log(qgamma(.05, + shape=fit.gamma$gamma$estimate["shape"], + scale=fit.gamma$gamma$estimate["scale"])) +MLE.gamma.HC5 <- exp(MLE.gamma.HC5.log) +REG.gamma.HC5.log <- log(qgamma(.05, + shape=bias.correct.gamma$mle.bc["shape"], + scale=bias.correct.gamma$mle.bc["scale"])) +REG.gamma.HC5 <- exp(REG.gamma.HC5.log) + +MLE.gamma.HC1.log <- log(qgamma(.01, + shape=fit.gamma$gamma$estimate["shape"], + scale=fit.gamma$gamma$estimate["scale"])) +MLE.gamma.HC1 <- exp(MLE.gamma.HC1.log) +REG.gamma.HC1.log <- log(qgamma(.01, + shape=bias.correct.gamma$mle.bc["shape"], + scale=bias.correct.gamma$mle.bc["scale"])) +REG.gamma.HC1 <- exp(REG.gamma.HC1.log) + + +``` + +The HC5 estimated from the MLE.gamma fit is `r round(MLE.gamma.HC5.log,2)` on the logarithmic concentrations +scale or `r round(MLE.gamma.HC5,3)` on the concentration scale. +The HC5 estimated after correcting for small sample bias is +`r round(REG.gamma.HC5.log,2)` on the logarithmic concentrations +scale or `r round(REG.gamma.HC5,3)` on the concentration scale. The ratio of these two HC5 values +is `r round(REG.gamma.HC5/MLE.gamma.HC5,3)`x on the concentration scale, +i.e. the HCx based on the MLE is `r round(MLE.gamma.HC5/REG.gamma.HC5,1)`x larger on the concentration scale. + +The differences between the HCx computed from the MLE and for +the bias corrected estimates will become more pronounced for small HCx values. For example, +the HC1 estimated from the MLE.gamma fit is `r round(MLE.gamma.HC1,3)` +and the HC1 estimated using the biased corrected estimates +is `r formatC(REG.gamma.HC1,digits=6, format="f")` on the concentration scale. The ratio of these two values +is now `r round(REG.gamma.HC1/MLE.gamma.HC1,3)`x, +i.e. the HCx based on the MLE is `r round(MLE.gamma.HC1/REG.gamma.HC1,1)`x larger on the concentration scale. + + +We repeated a similar simulation study with the gamma distribution. The shape and scale +parameters were chosen to match the mean and variance of the log-normal distribution used +in the previous simulation study. + +```{r echo=FALSE, message=FALSE, warning=FALSE, include=FALSE} +# Simulation study to estimate effect of small sample bias on estimates of HC5 and HC1 +# Use a gamma distribution with the same mean and sd as a log-normal (0,1) + +set.seed(23432) + + +# get the shape and scale parameter +mean.log <- 0 +sd.log <- 1 +mu <- exp(mean.log+.5*sd.log^2) +sd <- sqrt(exp(sd.log^2-1) * (exp(2*mean.log + sd.log^2))) +cat("Mean and variance of lognormal(0,1)", mu, sd, "\n") + +# solve for shape and scale +scale = sd^2/mu +shape = mu/scale +cat("Estimated shape and scale ", shape, scale, "\n") +scale*shape +sqrt(shape*scale^2) + +mean(rgamma(1000, shape=shape, scale=scale)) +sd (rgamma(1000, shape=shape, scale=scale)) + +sample.sizes <- c(6, 8, 10, 12, 15, 20, 25, 30, 50) + +res <- plyr::ldply(sample.sizes, function(n, shape, scale, nsim=1000){ + fits <- plyr::ldply(1:nsim, function(sim, n, shape, scale){ + # generate sample of size n from a normal distribution with specified mean and variance + #browser() + sim.error=FALSE + df <- data.frame(Conc= rgamma(n, shape=shape, scale=scale)) + + # find the mle using ssd tools + fit <- ssd_fit_dists(df, dist="gamma") + + # find the bias corrected estimates + gamma.pdf <- quote(1 /(scale ^ shape * gamma(shape)) * x ^ (shape - 1) * exp(-x / scale)) + + # what is the log(density) functiong ingoring constants + log.gamma.pdf <- quote(-shape * log(scale) - lgamma(shape) + shape * log(x) - x / scale) + #browser() + bias.correct <- try(coxsnell.bc(density = gamma.pdf, + logdensity = log.gamma.pdf, + n = n, + parms = c("shape", "scale"), + mle = c(fit$gamma$estimate["shape"], + fit$gamma$estimate["scale" ]), + lower = 0, upper = 'Inf')) + if(class(bias.correct)=="try-error"){ + sim.error = TRUE + cat("Gamma bias correct sim error ", n, sim, "\n") + bias.correct <- NULL + bias.correct$mle.bc <- c(shape=shape, scale=scale) + } + + # find the hc5 and hc1 using the MLE and bias corrected values + # compute the HC5 from the two fit + actual.HC5.log <- log(qgamma(.05, shape=shape, scale=scale)) + actual.HC1.log <- log(qgamma(.01, shape=shape, scale=scale)) + actual.HC5 <- exp(actual.HC5.log) + actual.HC1 <- exp(actual.HC1.log) + MLE.HC5.log <- log(qgamma(.05,shape=fit$gamma$estimate["shape"], scale=fit$gamma$estimate["scale"])) + MLE.HC5 <- exp(MLE.HC5.log) + BC.HC5.log <- log(qgamma(.05,shape = bias.correct$mle.bc["shape"], + scale = bias.correct$mle.bc["scale"] )) + BC.HC5 <- exp(BC.HC5.log) + + MLE.HC1.log <- log(qgamma(.01, shape=fit$gamma$estimate["shape"], scale= fit$gamma$estimate["scale"])) + MLE.HC1 <- exp(MLE.HC1.log) + BC.HC1.log <- log(qgamma(.01,shape=bias.correct$mle.bc["shape"], + scale=bias.correct$mle.bc["scale"] )) + BC.HC1 <- exp(BC.HC1.log) + + data.frame(n=n, sim=sim, shape=shape, scale=scale, + mle.shape = fit$gamma$estimate["shape"], + mle.scale =fit$gamma$estimate["scale"], + bc.shape = bias.correct$mle.bc["shape"], + bc.scale = bias.correct$mle.bc["scale"], + actual.HC5.log, + actual.HC5, + actual.HC1.log, + actual.HC1, + MLE.HC5.log = MLE.HC5.log, + MLE.HC5, + BC.HC5.log, + BC.HC5, + MLE.HC1.log, + MLE.HC1, + BC.HC1.log, + BC.HC1, + sim.error=sim.error) + }, n=n, shape=shape, scale=scale) + fits +}, shape=shape, scale=scale, nsim=nsim) + +# remove simulation errors +sum(res$sim.error) +res <- res[ !res$sim.error, ] + +head(res) +# summarize the output from the sishapelation +res.summary <- plyr::ddply(res,"n", plyr::summarize, + n=mean(n), + nsims=max(sim), + gamma.shape=mean(shape), + gamma.scale=mean(scale), + mean.mle.shape = mean(mle.shape), + mean.mle.scale = mean(mle.scale), + mean.bc.shape = mean(bc.shape), + mean.bc.scale = mean(bc.scale), + actual.HC5.log = mean(actual.HC5.log), + actual.HC1.log = mean(actual.HC1.log), + mean.mle.HC5.log= mean(MLE.HC5.log), + mean.mle.HC1.log= mean(MLE.HC1.log), + mean.bc.HC5.log = mean(BC.HC5.log), + mean.bc.HC1.log = mean(BC.HC1.log), + mean.mle.HC5 = mean(MLE.HC5), + mean.mle.HC1 = mean(MLE.HC1), + mean.bc.HC5 = mean(BC.HC5), + mean.bc.HC1 = mean(BC.HC1) + ) +res.summary + + +plotdata <- reshape2::melt(res.summary, + id.vars="n", + value.name="value", + variable.name="Measure") +plotdata$Measure <- as.character(plotdata$Measure) +unique(plotdata$Measure) +str(plotdata) + +plotdata$parameter <- car::recode(plotdata$Measure, + " 'mean.mle.shape'= 'Shape'; + 'mean.bc.shape' = 'Shape'; + 'mean.mle.scale' ='Scale'; + 'mean.bc.scale' ='Scale'; + 'mean.mle.HC5.log'='log(HC)'; + 'mean.mle.HC1.log'='log(HC)'; + 'mean.bc.HC5.log' ='log(HC)'; + 'mean.bc.HC1.log' ='log(HC)'; + 'mean.mle.HC5' ='actual HC'; + 'mean.mle.HC1' ='actual HC'; + 'mean.bc.HC5' ='actual HC'; + 'mean.bc.HC1' ='actual HC'; + + ") + +plotdata$method <- car::recode(plotdata$Measure, + "'mean.mle.shape' ='MLE'; + 'mean.bc.shape' ='BC'; + 'mean.mle.scale' ='MLE'; + 'mean.bc.scale' ='BC'; + 'mean.mle.HC5.log'='MLE'; + 'mean.mle.HC1.log'='MLE'; + 'mean.bc.HC5.log' ='BC'; + 'mean.bc.HC1.log' ='BC'; + 'mean.mle.HC5' ='MLE'; + 'mean.mle.HC1' ='MLE'; + 'mean.bc.HC5' ='BC'; + 'mean.bc.HC1' ='BC'; + ") + +plotdata$HC <- car::recode(plotdata$Measure, + "'mean.mle.HC5.log'='HC5'; + 'mean.mle.HC1.log'='HC1'; + 'mean.bc.HC5.log' ='HC5'; + 'mean.bc.HC1.log' ='HC1'; + 'mean.mle.HC5' ='HC5'; + 'mean.mle.HC1' ='HC1'; + 'mean.bc.HC5' ='HC5'; + 'mean.bc.HC1' ='HC1'; + else='NA'; + ") + +head(plotdata) + +xtabs(~Measure+parameter, data=plotdata, exclude=NULL, na.action=na.pass) +xtabs(~Measure+method , data=plotdata, exclude=NULL, na.action=na.pass) +unique(plotdata$Measure) +select <- grepl("mle.shape$", plotdata$Measure) | + grepl("mle.scale$", plotdata$Measure) | + grepl("bc.shape$" , plotdata$Measure) | + grepl("bc.scale$" , plotdata$Measure) | + grepl("mle.HC5.log", plotdata$Measure) | + grepl("mle.HC1.log", plotdata$Measure) | + grepl("bc.HC5.log", plotdata$Measure) | + grepl("bc.HC1.log", plotdata$Measure) | + grepl("mle.HC5", plotdata$Measure) | + grepl("mle.HC1", plotdata$Measure) | + grepl("bc.HC5", plotdata$Measure) | + grepl("bc.HC1", plotdata$Measure) + +plotdata[select,] + +true.parms <- data.frame(parameter=c("Shape", + "Scale", + "log(HC)", + "log(HC)", + "actual HC", + 'actual HC'), + value=c(shape,scale, + log(qgamma(.05, shape=shape, scale=scale)), log(qgamma(.01, shape=shape, scale=scale)), + qgamma(.05, shape=shape, scale=scale), qgamma(.01, shape=shape, scale=scale)), + linetype=c("solid","solid","dashed","solid","dashed","solid"), stringsAsFactors=FALSE) +true.parms + +sim.plot <- ggplot(data=plotdata[select,], aes(x=n, y=value,color=method, linetype=HC))+ + ggtitle("Performance of mle and bias corrected estimators", + subtitle=paste("Gamma distribution with shape= ", round(shape,2), ' and scale =',round(scale,2),sep=""))+ + geom_point(position=position_jitter(w=0.4))+ + geom_line( position=position_jitter(w=0.4))+ + facet_wrap(~parameter, ncol=2,scales="free")+ + geom_hline(data=true.parms, aes(yintercept=value), linetype=true.parms$linetype)+ + xlab("Sample size")+ + scale_linetype_discrete(na.value="solid", breaks=c("HC1","HC5") ) + +``` +```{r echo=FALSE, warning=FALSE, message=FALSE} +sim.plot +``` + +The MLEs are biased in small-samples for both the shape and scale (bottom row of plots) but the +small-sample bias declines as sample size increases (as expected). The biases of the +two parameters are in opposite directions (i.e. one bias is positive and one bias is negative). +The bias corrected estimates +are unbiased (as expected). + +The estimated $\log{HC}$ (upper right plot) based on the MLE is slightly biased upwards (i.e. larger) than the true +values but the bias rapidly declines with sample size (as expected). Rather surprisingly, the +estimated HC5 and HC1 values using the bias-corrected estimates are biased downwards, likely an artefact +of the non-linear transformation from scale and shape to the HCx. + +Finally, the estimated $HC1$ and $HC5$ values are again biased upwards (upper left plot) based +on the MLEs, but the estimated $HCx$ values based on the bias-corrected estimates appear to exhibit +less bias despite the bias in the $\log(HCx)$ values. + +## Recommendations + +In cases with reasonably large sample sizes (around 15+), the small sample bias is +unlikely to be of concern given the uncertainty in the endpoints actually used +for the fit, and the uncertainty generated for the HCx from the model averaging process. + +The small sample bias in the estimates is expected to affect the smaller +HCx values (e.g. HC1) more than larger HCx values (e.g. HC5). +This is not unexpected because you are +trying to extrapolate out to the extreme tails of the distribution where there +is typically no data available and small changes to parameter values can have +large impacts on the extreme tails. + +For smaller sample sizes, a similar exercise as above can be used to +estimate the impact of the small sample bias. Howeverr, for small sample sizes, +this exercise may be akin to "fiddling while Rome burns", i.e, this does not change the basic +problems with small sample sizes including (a) most distributions will have adequate fits and it is unlikely be possible to discriminate between distributions; +and (b) extrapoloting even to a moderate tail fraction (e.g. HC5) is very, very +dependent on the chosen distribution; (c) there is no data available +to support even moderate extrapolation to tail proportions. Higher certainty in +the estimates can only be obtained by increasing sample sizes. + +----- + +Creative Commons Licence
    ssdtools by the Province of British Columbia + is licensed under a +Creative Commons Attribution 4.0 International License. From 3a5bee572b2399466085d106ab7d51d893a8fa3a Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 19 Aug 2024 15:54:28 -0700 Subject: [PATCH 38/76] updating small sample bias --- vignettestatic/small-sample-bias.Rmd | 40 ++++++++++++++-------------- 1 file changed, 20 insertions(+), 20 deletions(-) diff --git a/vignettestatic/small-sample-bias.Rmd b/vignettestatic/small-sample-bias.Rmd index 498444ea..ba256f59 100644 --- a/vignettestatic/small-sample-bias.Rmd +++ b/vignettestatic/small-sample-bias.Rmd @@ -33,8 +33,7 @@ not guarantee performance in small samples. For example, consider the CCME silver data that ships with *ssdtools*. ```{r warning=FALSE, message=FALSE} -data(ccme_data) -Ag <- ccme_data[ ccme_data$Chemical=="Silver",] +Ag <- ssddata::ccme_silver Ag$ecdf <- (rank(Ag$Conc)+.25)/(nrow(Ag)+.5) Ag ``` @@ -81,7 +80,7 @@ $\overline{Y}$ is the sample mean concentration again on the logarithmic scale. We notice that the MLE uses a divisor of $n$ while the traditional method uses a divisor of $n-1$. Hence the MLE has a negative bias and its value is -`r round(fit$lnorm$estimate["sdlog"]/sd(log(Ag$Conc)),2)`x the +`r round(estimates(fit)$lnorm.sdlog/sd(log(Ag$Conc)),2)`x the usual estimator for $\sigma$ which is $\sqrt{\frac{n-1}{n}}$ = `r round(sqrt((nrow(Ag)-1)/(nrow(Ag))),2)` evaluated at $n$ = `r nrow(Ag)` . @@ -105,11 +104,11 @@ as shown in the following plot: ```{r echo=FALSE,message=FALSE, warning=FALSE} MLEcurve <- data.frame(logConc=seq(-3,3,.1), source="MLE") -MLEcurve$density <- pnorm(MLEcurve$logConc, mean=fit$lnorm$estimate["meanlog"], - sd= fit$lnorm$estimate["sdlog"]) +MLEcurve$density <- pnorm(MLEcurve$logConc, mean=estimates(fit)$lnorm.meanlog, + sd= estimates(fit)$lnorm.sdlog) REGcurve <- data.frame(logConc=seq(-3,3,.1), source="Corrected SD") REGcurve$density <- pnorm(REGcurve$logConc, - mean=fit$lnorm$estimate["meanlog"], + mean=estimates(fit)$lnorm.meanlog, sd= sd(log(Ag$Conc))) plotdata <- rbind(MLEcurve, REGcurve) ggplot(data=plotdata, aes(x=logConc, y=density))+ @@ -126,14 +125,14 @@ ggplot(data=plotdata, aes(x=logConc, y=density))+ ```{r echo=FALSE} # compute the HC5 from the two fit -MLE.HC5.log <- qnorm(.05,mean=fit$lnorm$estimate["meanlog"], sd= fit$lnorm$estimate["sdlog"]) +MLE.HC5.log <- qnorm(.05,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) MLE.HC5 <- exp(MLE.HC5.log) -REG.HC5.log <- qnorm(.05,mean=fit$lnorm$estimate["meanlog"], sd= sd(log(Ag$Conc)) ) +REG.HC5.log <- qnorm(.05,mean=estimates(fit)$lnorm.meanlog, sd= sd(log(Ag$Conc)) ) REG.HC5 <- exp(REG.HC5.log) -MLE.HC1.log <- qnorm(.01,mean=fit$lnorm$estimate["meanlog"], sd= fit$lnorm$estimate["sdlog"]) +MLE.HC1.log <- qnorm(.01,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) MLE.HC1 <- exp(MLE.HC1.log) -REG.HC1.log <- qnorm(.01,mean=fit$lnorm$estimate["meanlog"], sd= sd(log(Ag$Conc)) ) +REG.HC1.log <- qnorm(.01,mean=estimates(fit)$lnorm.meanlog, sd= sd(log(Ag$Conc)) ) REG.HC1 <- exp(REG.HC1.log) @@ -182,8 +181,8 @@ bias.correct <- coxsnell.bc(density = norm.pdf, logdensity = log.norm.pdf, n = length(Ag$Conc), parms = c("mu", "sigma"), - mle = c(fit$lnorm$estimate["meanlog"], - fit$lnorm$estimate["sdlog" ]), + mle = c(estimates(fit)$lnorm.meanlog, + estimates(fit)$lnorm.sdlog), lower = '-Inf', upper = 'Inf') bias.correct @@ -226,11 +225,12 @@ sample.sizes <- c(6, 8, 10, 12, 15, 20, 25, 30, 50) res <- plyr::ldply(sample.sizes, function(n, mu, sd, nsim=1000){ fits <- plyr::ldply(1:nsim, function(sim, n, mu, sd){ # generate sample of size n from a normal distribution with specified mean and variance - #browser() + # browser() df <- data.frame(Conc= exp(rnorm(n, mean=mu, sd=sd))) + xx <<- df # find the mle using ssd tools - fit <- ssd_fit_dists(df, dist="lnorm") + fit <- ssd_fit_dists(xx, dist="lnorm",control = list(maxit = 1, trace = 4)) # find the bias corrected estimates norm.pdf <- quote(1 / (sqrt(2 * pi) * sigma) * exp(-0.5 / sigma ^ 2 * (x - mu) ^ 2)) @@ -242,8 +242,8 @@ res <- plyr::ldply(sample.sizes, function(n, mu, sd, nsim=1000){ logdensity = log.norm.pdf, n = n, parms = c("mu", "sigma"), - mle = c(fit$lnorm$estimate["meanlog"], - fit$lnorm$estimate["sdlog" ]), + mle = c(estimates(fit)$lnorm.meanlog, + estimates(fit)$lnorm.sdlog), lower = '-Inf', upper = 'Inf') # find the hc5 and hc1 using the MLE and bias corrected values @@ -252,21 +252,21 @@ res <- plyr::ldply(sample.sizes, function(n, mu, sd, nsim=1000){ actual.HC1.log <- qnorm(.01, mean=mu, sd=sd) actual.HC5 <- exp(actual.HC5.log) actual.HC1 <- exp(actual.HC1.log) - MLE.HC5.log <- qnorm(.05,mean=fit$lnorm$estimate["meanlog"], sd= fit$lnorm$estimate["sdlog"]) + MLE.HC5.log <- qnorm(.05,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) MLE.HC5 <- exp(MLE.HC5.log) BC.HC5.log <- qnorm(.05,mean=bias.correct$mle.bc["mu"], sd =bias.correct$mle.bc["sigma"] ) BC.HC5 <- exp(BC.HC5.log) - MLE.HC1.log <- qnorm(.01,mean=fit$lnorm$estimate["meanlog"], sd= fit$lnorm$estimate["sdlog"]) + MLE.HC1.log <- qnorm(.01,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) MLE.HC1 <- exp(MLE.HC1.log) BC.HC1.log <- qnorm(.01,mean=bias.correct$mle.bc["mu"], sd =bias.correct$mle.bc["sigma"] ) BC.HC1 <- exp(BC.HC1.log) data.frame(n=n, sim=sim, mu=mu, sd=sd, - mle.meanlog=fit$lnorm$estimate["meanlog"], - mle.sdlog =fit$lnorm$estimate["sdlog"], + mle.meanlog=estimates(fit)$lnorm.meanlog, + mle.sdlog =estimates(fit)$lnorm.sdlog, bc.meanlog = bias.correct$mle.bc["mu"], bc.sdlog = bias.correct$mle.bc["sigma"], actual.HC5.log, From 73882ce1af786c8429cf1e90e697c5c128b34245 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 19 Aug 2024 15:55:06 -0700 Subject: [PATCH 39/76] update devtools helpers --- R/devtools-helpers.R | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/R/devtools-helpers.R b/R/devtools-helpers.R index f0ed48eb..5cd01a99 100644 --- a/R/devtools-helpers.R +++ b/R/devtools-helpers.R @@ -15,6 +15,7 @@ release_questions <- function() { c( "Have you confirmed Apache 2.0 license at the top of all code files?", - "Have you confirmed Creative Commons license for all non-code files?" + "Have you confirmed Creative Commons license for all non-code files?", + "Have you rerun `vignettestatic/small-sample-bias.Rmd`?" ) } From 0d92828c6dba7721ea208f519f244f29ea2ddc07 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 19 Aug 2024 16:52:12 -0700 Subject: [PATCH 40/76] updating code --- vignettestatic/small-sample-bias.Rmd | 31 ++++++++++++++-------------- 1 file changed, 15 insertions(+), 16 deletions(-) diff --git a/vignettestatic/small-sample-bias.Rmd b/vignettestatic/small-sample-bias.Rmd index ba256f59..6bcf3458 100644 --- a/vignettestatic/small-sample-bias.Rmd +++ b/vignettestatic/small-sample-bias.Rmd @@ -228,9 +228,8 @@ res <- plyr::ldply(sample.sizes, function(n, mu, sd, nsim=1000){ # browser() df <- data.frame(Conc= exp(rnorm(n, mean=mu, sd=sd))) - xx <<- df # find the mle using ssd tools - fit <- ssd_fit_dists(xx, dist="lnorm",control = list(maxit = 1, trace = 4)) + fit <- ssd_fit_dists(df, dist="lnorm") # find the bias corrected estimates norm.pdf <- quote(1 / (sqrt(2 * pi) * sigma) * exp(-0.5 / sigma ^ 2 * (x - mu) ^ 2)) @@ -462,8 +461,8 @@ bias.correct.gamma <- coxsnell.bc(density = gamma.pdf, logdensity = log.gamma.pdf, n = length(Ag$Conc), parms = c("shape", "scale"), - mle = c(fit.gamma$gamma$estimate["shape"], - fit.gamma$gamma$estimate["scale" ]), + mle = c(estimates(fit.gamma)$gamma.shape, + estimates(fit.gamma)$gamma.scale), lower = 0, upper = 'Inf') bias.correct.gamma @@ -474,8 +473,8 @@ The two cumulative density functions are: ```{r echo=FALSE,message=FALSE, warning=FALSE} MLEcurve <- data.frame(logConc=seq(-5,3,.1), source="MLE") MLEcurve$density <- pgamma(exp(MLEcurve$logConc), - shape=fit.gamma$gamma$estimate["shape"], - scale=fit.gamma$gamma$estimate["scale"]) + shape=estimates(fit.gamma)$gamma.shape, + scale=estimates(fit.gamma)$gamma.scale) REGcurve <- data.frame(logConc=seq(-5,3,.1), source="Bias corrected") REGcurve$density <- pgamma(exp(REGcurve$logConc), shape=bias.correct.gamma$mle.bc["shape"], @@ -496,8 +495,8 @@ ggplot(data=plotdata, aes(x=logConc, y=density))+ ```{r echo=FALSE} # compute the HC5 from the two fit MLE.gamma.HC5.log <- log(qgamma(.05, - shape=fit.gamma$gamma$estimate["shape"], - scale=fit.gamma$gamma$estimate["scale"])) + shape=estimates(fit.gamma)$gamma.shape, + scale=estimates(fit.gamma)$gamma.scale)) MLE.gamma.HC5 <- exp(MLE.gamma.HC5.log) REG.gamma.HC5.log <- log(qgamma(.05, shape=bias.correct.gamma$mle.bc["shape"], @@ -505,8 +504,8 @@ REG.gamma.HC5.log <- log(qgamma(.05, REG.gamma.HC5 <- exp(REG.gamma.HC5.log) MLE.gamma.HC1.log <- log(qgamma(.01, - shape=fit.gamma$gamma$estimate["shape"], - scale=fit.gamma$gamma$estimate["scale"])) + shape=estimates(fit.gamma)$gamma.shape, + scale=estimates(fit.gamma)$gamma.scale)) MLE.gamma.HC1 <- exp(MLE.gamma.HC1.log) REG.gamma.HC1.log <- log(qgamma(.01, shape=bias.correct.gamma$mle.bc["shape"], @@ -583,8 +582,8 @@ res <- plyr::ldply(sample.sizes, function(n, shape, scale, nsim=1000){ logdensity = log.gamma.pdf, n = n, parms = c("shape", "scale"), - mle = c(fit$gamma$estimate["shape"], - fit$gamma$estimate["scale" ]), + mle = c(estimates(fit)$gamma.shape, + estimates(fit)$gamma.scale), lower = 0, upper = 'Inf')) if(class(bias.correct)=="try-error"){ sim.error = TRUE @@ -599,21 +598,21 @@ res <- plyr::ldply(sample.sizes, function(n, shape, scale, nsim=1000){ actual.HC1.log <- log(qgamma(.01, shape=shape, scale=scale)) actual.HC5 <- exp(actual.HC5.log) actual.HC1 <- exp(actual.HC1.log) - MLE.HC5.log <- log(qgamma(.05,shape=fit$gamma$estimate["shape"], scale=fit$gamma$estimate["scale"])) + MLE.HC5.log <- log(qgamma(.05,shape=estimates(fit)$gamma.shape, scale=estimates(fit)$gamma.scale)) MLE.HC5 <- exp(MLE.HC5.log) BC.HC5.log <- log(qgamma(.05,shape = bias.correct$mle.bc["shape"], scale = bias.correct$mle.bc["scale"] )) BC.HC5 <- exp(BC.HC5.log) - MLE.HC1.log <- log(qgamma(.01, shape=fit$gamma$estimate["shape"], scale= fit$gamma$estimate["scale"])) + MLE.HC1.log <- log(qgamma(.01, shape=estimates(fit)$gamma.shape, scale= estimates(fit)$gamma.scale)) MLE.HC1 <- exp(MLE.HC1.log) BC.HC1.log <- log(qgamma(.01,shape=bias.correct$mle.bc["shape"], scale=bias.correct$mle.bc["scale"] )) BC.HC1 <- exp(BC.HC1.log) data.frame(n=n, sim=sim, shape=shape, scale=scale, - mle.shape = fit$gamma$estimate["shape"], - mle.scale =fit$gamma$estimate["scale"], + mle.shape = estimates(fit)$gamma.shape, + mle.scale = estimates(fit)$gamma.scale, bc.shape = bias.correct$mle.bc["shape"], bc.scale = bias.correct$mle.bc["scale"], actual.HC5.log, From 8dcda5836c566ed98904067847a9a8a930b4e944 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 19 Aug 2024 17:34:30 -0700 Subject: [PATCH 41/76] update small sample bias --- _pkgdown.yml | 1 + vignettes/small-sample-bias.pdf | Bin 304310 -> 328570 bytes vignettestatic/small-sample-bias.Rmd | 18 ++++++++++++++---- 3 files changed, 15 insertions(+), 4 deletions(-) diff --git a/_pkgdown.yml b/_pkgdown.yml index 6692056d..216883fc 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -121,6 +121,7 @@ articles: - distributions - articles/confidence-intervals - customising-plots + - small-sample-bias - additional-technical-details - faqs diff --git a/vignettes/small-sample-bias.pdf b/vignettes/small-sample-bias.pdf index ff071a7d92ed5dbf6adc7467d9f6ca1837700d17..5cbdf7f974faab7a6f690328b189c9995cf28625 100644 GIT binary patch delta 140315 zcmb@sV{~Rs*DV|;9XsjRwr$(CZR<+Mwr!go+wR!5?d0_RV0`a4-t+U+pIxJBtX0@^ zubOk!ZW%*<3qg$|0%hc6P89e-37EpPj>TrbdjE|MFKCXL?Rl0u(h_oHNosR@lspaI6|*- z7M>=F1hKU^o|x4rP@;!QDpLfckv^g^5av=oqctRb)`^y2CjHIIf!O>Z#kg?-kRClGUYq zJI6C5bF6-K%;8>0B;^*`03>(Zv6+F^wh+Nx1Ns+-34>4J6Aol6G~j&X z6h&o*j0CpMY{*c)yYvbPi02z-x?qDu2YV<@~^(lHqTu`x6b(UE z~`-FOpuFP}hw|+B~kM=LVV#%BWCH-X2zA}K( z;F)n@+*_Pt&2PaHZMO^Mr|8~SxvGG2gi%q1r2;9^rPVwn3b=o1cVs#nMx@--OI@#N 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zuE)g+vGvC&rJoZ{Z_THg6Fo|NnpG@Z7aHMSdtFBaaa|A&-ZNgO4&FQPIbmJK5z_3( g6?wghK&QGXU4|++Bq0I|J0}-A93`csvJ~9^2W+5V9RL6T diff --git a/vignettestatic/small-sample-bias.Rmd b/vignettestatic/small-sample-bias.Rmd index 6bcf3458..2b62671e 100644 --- a/vignettestatic/small-sample-bias.Rmd +++ b/vignettestatic/small-sample-bias.Rmd @@ -224,13 +224,18 @@ sample.sizes <- c(6, 8, 10, 12, 15, 20, 25, 30, 50) res <- plyr::ldply(sample.sizes, function(n, mu, sd, nsim=1000){ fits <- plyr::ldply(1:nsim, function(sim, n, mu, sd){ + + fit <- NULL + while(is.null(fit)) { + try({ # generate sample of size n from a normal distribution with specified mean and variance - # browser() - df <- data.frame(Conc= exp(rnorm(n, mean=mu, sd=sd))) - + df <- data.frame(Conc= exp(rnorm(n, mean=mu, sd=sd))) + # find the mle using ssd tools fit <- ssd_fit_dists(df, dist="lnorm") - + }, silent=TRUE) + } + # find the bias corrected estimates norm.pdf <- quote(1 / (sqrt(2 * pi) * sigma) * exp(-0.5 / sigma ^ 2 * (x - mu) ^ 2)) # what is the log(density) function (ignoring constants) @@ -567,10 +572,15 @@ res <- plyr::ldply(sample.sizes, function(n, shape, scale, nsim=1000){ # generate sample of size n from a normal distribution with specified mean and variance #browser() sim.error=FALSE + fit <- NULL + while(is.null(fit)) { + try({ df <- data.frame(Conc= rgamma(n, shape=shape, scale=scale)) # find the mle using ssd tools fit <- ssd_fit_dists(df, dist="gamma") + }, silent=TRUE) + } # find the bias corrected estimates gamma.pdf <- quote(1 /(scale ^ shape * gamma(shape)) * x ^ (shape - 1) * exp(-x / scale)) From b301d5223ba1164e27b9b922a35cdea8f389657c Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Tue, 20 Aug 2024 09:25:20 -0700 Subject: [PATCH 42/76] remove small sample bias --- _pkgdown.yml | 2 -- 1 file changed, 2 deletions(-) diff --git a/_pkgdown.yml b/_pkgdown.yml index c115696d..79eb35b6 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -121,7 +121,5 @@ articles: - distributions - articles/confidence-intervals - customising-plots - - small-sample-bias - additional-technical-details - faqs - From 49f46183bcfeb5655867fc22555e88169321ba5d Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Wed, 21 Aug 2024 06:51:53 -0700 Subject: [PATCH 43/76] - The optim argument `pgtol` is set to 1e-5 if not specified via the control argument. --- R/devtools-helpers.R | 6 ++++-- R/fit-burrlioz.R | 4 +++- R/fit.R | 17 +++++++++++++---- man/ssd_fit_burrlioz.Rd | 10 +++++++++- man/ssd_fit_dists.Rd | 12 ++++++++---- tests/testthat/_snaps/gompertz/hc_prob.csv | 4 ++-- tests/testthat/_snaps/hc/fullyleft.csv | 2 +- tests/testthat/_snaps/hc/hc_cis.csv | 4 ++-- tests/testthat/_snaps/hc/hc_cis_level08.csv | 4 ++-- tests/testthat/_snaps/hc/partialeftfull.csv | 2 +- tests/testthat/_snaps/predict/pred_cis.csv | 4 ++-- tests/testthat/_snaps/weibull/hc_anona.csv | 8 ++++---- 12 files changed, 51 insertions(+), 26 deletions(-) diff --git a/R/devtools-helpers.R b/R/devtools-helpers.R index 5cd01a99..62a924d8 100644 --- a/R/devtools-helpers.R +++ b/R/devtools-helpers.R @@ -1,4 +1,4 @@ -# Copyright 2023 Province of British Columbia +# Copyright 2024 Province of British Columbia # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -16,6 +16,8 @@ release_questions <- function() { c( "Have you confirmed Apache 2.0 license at the top of all code files?", "Have you confirmed Creative Commons license for all non-code files?", - "Have you rerun `vignettestatic/small-sample-bias.Rmd`?" + "Have you run `data-raw/data-raw.R`?", + "Have you tested using `ssdtests` package?", + "Have you updated `small-sample-bias.pdf` using `ssdtests` package?" ) } diff --git a/R/fit-burrlioz.R b/R/fit-burrlioz.R index 73020d01..a5366995 100644 --- a/R/fit-burrlioz.R +++ b/R/fit-burrlioz.R @@ -27,12 +27,13 @@ #' @examples #' ssd_fit_burrlioz(ssddata::ccme_boron) ssd_fit_burrlioz <- function(data, left = "Conc", rescale = FALSE, + control = list(), silent = FALSE) { if (nrow(data) <= 8) { fit <- ssd_fit_dists(data, left = left, dists = "llogis", computable = FALSE, nrow = 5L, - rescale = rescale, silent = silent + rescale = rescale, silent = silent, control = control, ) class(fit) <- c("fitburrlioz", class(fit)) return(fit) @@ -46,6 +47,7 @@ ssd_fit_burrlioz <- function(data, left = "Conc", rescale = FALSE, left = left, dists = "burrIII3", rescale = rescale, computable = FALSE, at_boundary_ok = TRUE, silent = TRUE, + control = control, range_shape1 = range_shape1, range_shape2 = range_shape2 ), diff --git a/R/fit.R b/R/fit.R index 590805b4..bfe0050b 100644 --- a/R/fit.R +++ b/R/fit.R @@ -139,15 +139,19 @@ fits_dists <- function(data, dists, min_pmix, range_shape1, range_shape2, contro #' #' Fits one or more distributions to species sensitivity data. #' -#' By default the 'llogis', 'gamma' and 'lnorm' -#' distributions are fitted to the data. -#' For a complete list of the implemented distributions see [`ssd_dists_all()`]. +#' By default the 'gamma', 'lgumbel', 'llogis', 'lnorm', 'lnorm_lnorm' and +#' 'weibull' distributions are fitted to the data. +#' For a complete list of the distributions that are currently implemented in +#' `ssdtools` see [`ssd_dists_all()`]. #' #' If weight specifies a column in the data frame with positive numbers, #' weighted estimation occurs. #' However, currently only the resultant parameter estimates are available. #' -#' If the `right` argument is different to the `left` argument then the data are considered to be censored. +#' If the `right` argument is different to the `left` argument +#' then the data are considered to be censored. +#' +#' The optim argument `pgtol` is set to 1e-5 if not specified via the control argument. #' #' @inheritParams params #' @return An object of class fitdists. @@ -214,6 +218,11 @@ ssd_fit_dists <- function( if (any(is.infinite(attrs$data$right))) { err("Distributions cannot currently be fitted to right censored data.") } + + if(!utils::hasName(control, "pgtol")) { + control$pgtol <- 1e-5 + } + fits <- fits_dists(attrs$data, dists, min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, diff --git a/man/ssd_fit_burrlioz.Rd b/man/ssd_fit_burrlioz.Rd index 8b4a3038..66dafa7c 100644 --- a/man/ssd_fit_burrlioz.Rd +++ b/man/ssd_fit_burrlioz.Rd @@ -4,7 +4,13 @@ \alias{ssd_fit_burrlioz} \title{Fit Burrlioz Distributions} \usage{ -ssd_fit_burrlioz(data, left = "Conc", rescale = FALSE, silent = FALSE) +ssd_fit_burrlioz( + data, + left = "Conc", + rescale = FALSE, + control = list(), + silent = FALSE +) } \arguments{ \item{data}{A data frame.} @@ -13,6 +19,8 @@ ssd_fit_burrlioz(data, left = "Conc", rescale = FALSE, silent = FALSE) \item{rescale}{A flag specifying whether to rescale concentration values by dividing by the geometric mean of the minimum and maximum positive finite values.} +\item{control}{A list of control parameters passed to \code{\link[stats:optim]{stats::optim()}}.} + \item{silent}{A flag indicating whether fits should fail silently.} } \value{ diff --git a/man/ssd_fit_dists.Rd b/man/ssd_fit_dists.Rd index e085647e..c47b4e29 100644 --- a/man/ssd_fit_dists.Rd +++ b/man/ssd_fit_dists.Rd @@ -64,15 +64,19 @@ An object of class fitdists. Fits one or more distributions to species sensitivity data. } \details{ -By default the 'llogis', 'gamma' and 'lnorm' -distributions are fitted to the data. -For a complete list of the implemented distributions see \code{\link[=ssd_dists_all]{ssd_dists_all()}}. +By default the 'gamma', 'lgumbel', 'llogis', 'lnorm', 'lnorm_lnorm' and +'weibull' distributions are fitted to the data. +For a complete list of the distributions that are currently implemented in +\code{ssdtools} see \code{\link[=ssd_dists_all]{ssd_dists_all()}}. If weight specifies a column in the data frame with positive numbers, weighted estimation occurs. However, currently only the resultant parameter estimates are available. -If the \code{right} argument is different to the \code{left} argument then the data are considered to be censored. +If the \code{right} argument is different to the \code{left} argument +then the data are considered to be censored. + +The optim argument \code{pgtol} is set to 1e-5 if not specified via the control argument. } \examples{ fits <- ssd_fit_dists(ssddata::ccme_boron) diff --git a/tests/testthat/_snaps/gompertz/hc_prob.csv b/tests/testthat/_snaps/gompertz/hc_prob.csv index 0715b856..e84d104f 100644 --- a/tests/testthat/_snaps/gompertz/hc_prob.csv +++ b/tests/testthat/_snaps/gompertz/hc_prob.csv @@ -1,7 +1,7 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples average,0.05,0.179453,0.307799,0.0992422,1.23754,1,parametric,100,0.92,"c(`000000001_gompertz` = 0.232668, `000000003_gompertz` = 0.104651, `000000004_gompertz` = 0.546479, `000000005_gompertz` = 0.59723, `000000006_gompertz` = 0.232644, `000000007_gompertz` = 0.26047, `000000008_gompertz` = 0.194946, `000000009_gompertz` = 0.687566, `000000010_gompertz` = 0.158672, `000000011_gompertz` = 0.252489, `000000012_gompertz` = 0.212705, `000000013_gompertz` = 1.32526, `000000014_gompertz` = 0.196413, `000000015_gompertz` = 0.556619, `000000016_gompertz` = 0.542088, `000000017_gompertz` = 0.258851, -`000000018_gompertz` = 0.467362, `000000019_gompertz` = 0.444558, `000000020_gompertz` = 0.252365, `000000021_gompertz` = 1.00627, `000000022_gompertz` = 0.262159, `000000023_gompertz` = 0.201961, `000000024_gompertz` = 0.221781, `000000025_gompertz` = 0.370823, `000000026_gompertz` = 0.381622, `000000027_gompertz` = 0.587692, `000000028_gompertz` = 0.154181, `000000031_gompertz` = 0.10423, `000000032_gompertz` = 0.250053, `000000033_gompertz` = 0.462225, `000000034_gompertz` = 0.39652, `000000035_gompertz` = 0, +`000000018_gompertz` = 0.467362, `000000019_gompertz` = 0.444558, `000000020_gompertz` = 0.252366, `000000021_gompertz` = 1.00627, `000000022_gompertz` = 0.262159, `000000023_gompertz` = 0.201961, `000000024_gompertz` = 0.221781, `000000025_gompertz` = 0.370823, `000000026_gompertz` = 0.381622, `000000027_gompertz` = 0.587692, `000000028_gompertz` = 0.154181, `000000031_gompertz` = 0.10423, `000000032_gompertz` = 0.250053, `000000033_gompertz` = 0.462225, `000000034_gompertz` = 0.39652, `000000035_gompertz` = 0, `000000036_gompertz` = 0.258822, `000000037_gompertz` = 0.242274, `000000038_gompertz` = 0.347614, `000000039_gompertz` = 0.29439, `000000040_gompertz` = 1.14346, `000000041_gompertz` = 0.135087, `000000042_gompertz` = 0.119971, `000000043_gompertz` = 0.314016, `000000044_gompertz` = 0.0979661, `000000045_gompertz` = 0.135296, `000000046_gompertz` = 0.260949, `000000047_gompertz` = 0.50742, `000000049_gompertz` = 1.83785, `000000050_gompertz` = 0.183739, `000000051_gompertz` = 0.119605, `000000052_gompertz` = 0.166286, -`000000053_gompertz` = 0.375928, `000000054_gompertz` = 0.16, `000000055_gompertz` = 0.378692, `000000056_gompertz` = 0.198193, `000000057_gompertz` = 0.854231, `000000058_gompertz` = 0.113677, `000000059_gompertz` = 0.0460489, `000000060_gompertz` = 0.26119, `000000061_gompertz` = 0.349783, `000000062_gompertz` = 0.155674, `000000063_gompertz` = 0.25708, `000000065_gompertz` = 0.862409, `000000066_gompertz` = 0.252748, `000000067_gompertz` = 1.27322, `000000068_gompertz` = 0.30646, `000000069_gompertz` = 0.102607, +`000000053_gompertz` = 0.375928, `000000054_gompertz` = 0.16, `000000055_gompertz` = 0.378693, `000000056_gompertz` = 0.198193, `000000057_gompertz` = 0.854231, `000000058_gompertz` = 0.113677, `000000059_gompertz` = 0.0460489, `000000060_gompertz` = 0.26119, `000000061_gompertz` = 0.349783, `000000062_gompertz` = 0.155674, `000000063_gompertz` = 0.25708, `000000065_gompertz` = 0.862409, `000000066_gompertz` = 0.252748, `000000067_gompertz` = 1.27322, `000000068_gompertz` = 0.306461, `000000069_gompertz` = 0.102607, `000000071_gompertz` = 0.882485, `000000072_gompertz` = 0.738937, `000000074_gompertz` = 0.2907, `000000075_gompertz` = 0.428083, `000000076_gompertz` = 0.325723, `000000077_gompertz` = 0.260432, `000000078_gompertz` = 0.331494, `000000079_gompertz` = 1.0526, `000000080_gompertz` = 0.616152, `000000081_gompertz` = 0.183109, `000000082_gompertz` = 0.184165, `000000083_gompertz` = 0.141392, `000000084_gompertz` = 0.324602, `000000085_gompertz` = 0.366267, `000000086_gompertz` = 0.672032, `000000087_gompertz` = 0.274923, `000000088_gompertz` = 0.283306, `000000089_gompertz` = 0.252262, `000000090_gompertz` = 0.244424, `000000091_gompertz` = 0.109766, `000000092_gompertz` = 0.192248, `000000093_gompertz` = 0.156249, `000000094_gompertz` = 0.392504, `000000095_gompertz` = 0.171986, `000000096_gompertz` = 0.217738, `000000097_gompertz` = 0.548714, `000000098_gompertz` = 0.431485, `000000100_gompertz` = 0.298434)" diff --git a/tests/testthat/_snaps/hc/fullyleft.csv b/tests/testthat/_snaps/hc/fullyleft.csv index b62de35f..8e26e7da 100644 --- a/tests/testthat/_snaps/hc/fullyleft.csv +++ b/tests/testthat/_snaps/hc/fullyleft.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,0.0276016,0,0.0457802,0.0457802,1,parametric,10,1,numeric(0) +average,0.05,0.0267647,0,0.0462203,0.0462203,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/hc/hc_cis.csv b/tests/testthat/_snaps/hc/hc_cis.csv index 289bc8bf..03732a7a 100644 --- a/tests/testthat/_snaps/hc/hc_cis.csv +++ b/tests/testthat/_snaps/hc/hc_cis.csv @@ -16,7 +16,7 @@ average,0.05,1.68118,0.682856,0.916053,3.47924,1,parametric,1000,1,"c(`000000001 `000000253_lnorm` = 0.957097, `000000254_lnorm` = 1.71972, `000000255_lnorm` = 1.246, `000000256_lnorm` = 1.64064, `000000257_lnorm` = 1.85754, `000000258_lnorm` = 2.32517, `000000259_lnorm` = 1.53654, `000000260_lnorm` = 4.93482, `000000261_lnorm` = 2.92566, `000000262_lnorm` = 1.80187, `000000263_lnorm` = 1.30003, `000000264_lnorm` = 3.32539, `000000265_lnorm` = 1.00911, `000000266_lnorm` = 1.3714, `000000267_lnorm` = 1.49066, `000000268_lnorm` = 1.16181, `000000269_lnorm` = 2.17011, `000000270_lnorm` = 1.93628, `000000271_lnorm` = 1.93382, `000000272_lnorm` = 1.56229, `000000273_lnorm` = 1.934, `000000274_lnorm` = 1.48945, `000000275_lnorm` = 1.5608, `000000276_lnorm` = 2.76426, `000000277_lnorm` = 1.41112, `000000278_lnorm` = 3.0299, `000000279_lnorm` = 1.20218, `000000280_lnorm` = 1.17921, `000000281_lnorm` = 3.31634, `000000282_lnorm` = 2.2934, `000000283_lnorm` = 1.75066, `000000284_lnorm` = 2.23803, `000000285_lnorm` = 1.73284, `000000286_lnorm` = 2.27553, `000000287_lnorm` = 1.06919, `000000288_lnorm` = 2.22348, `000000289_lnorm` = 1.43162, `000000290_lnorm` = 2.38861, `000000291_lnorm` = 1.9776, `000000292_lnorm` = 1.75615, `000000293_lnorm` = 1.51279, `000000294_lnorm` = 4.17684, `000000295_lnorm` = 1.10022, `000000296_lnorm` = 3.42715, `000000297_lnorm` = 1.28569, `000000298_lnorm` = 1.91589, `000000299_lnorm` = 1.14508, `000000300_lnorm` = 1.36318, `000000301_lnorm` = 1.23333, `000000302_lnorm` = 1.07115, `000000303_lnorm` = 1.85, `000000304_lnorm` = 2.22285, `000000305_lnorm` = 1.22099, `000000306_lnorm` = 0.769899, -`000000307_lnorm` = 2.26783, `000000308_lnorm` = 2.76718, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.7925, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.49481, `000000315_lnorm` = 2.28878, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49334, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97667, `000000320_lnorm` = 2.11936, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93249, +`000000307_lnorm` = 2.26783, `000000308_lnorm` = 2.76718, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.7925, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.49481, `000000315_lnorm` = 2.28877, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49334, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97667, `000000320_lnorm` = 2.11936, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93249, `000000325_lnorm` = 1.48784, `000000326_lnorm` = 2.98808, `000000327_lnorm` = 2.30993, `000000328_lnorm` = 2.99877, `000000329_lnorm` = 1.741, `000000330_lnorm` = 1.88757, `000000331_lnorm` = 2.04144, `000000332_lnorm` = 1.25144, `000000333_lnorm` = 1.57907, `000000334_lnorm` = 1.00788, `000000335_lnorm` = 1.2126, `000000336_lnorm` = 1.9552, `000000337_lnorm` = 2.82747, `000000338_lnorm` = 1.90187, `000000339_lnorm` = 1.42327, `000000340_lnorm` = 1.43656, `000000341_lnorm` = 1.09695, `000000342_lnorm` = 1.33248, `000000343_lnorm` = 1.19027, `000000344_lnorm` = 1.97184, `000000345_lnorm` = 1.77387, `000000346_lnorm` = 1.07525, `000000347_lnorm` = 2.13797, `000000348_lnorm` = 2.16009, `000000349_lnorm` = 2.2232, `000000350_lnorm` = 2.71378, `000000351_lnorm` = 1.83288, `000000352_lnorm` = 2.48059, `000000353_lnorm` = 1.04259, `000000354_lnorm` = 1.55659, `000000355_lnorm` = 2.4289, `000000356_lnorm` = 3.13694, `000000357_lnorm` = 1.00274, `000000358_lnorm` = 1.32141, `000000359_lnorm` = 1.9265, `000000360_lnorm` = 1.34318, `000000361_lnorm` = 1.42568, `000000362_lnorm` = 1.01439, `000000363_lnorm` = 1.49849, `000000364_lnorm` = 2.22677, `000000365_lnorm` = 1.62129, `000000366_lnorm` = 2.04696, `000000367_lnorm` = 1.18602, `000000368_lnorm` = 1.20377, `000000369_lnorm` = 1.2206, `000000370_lnorm` = 1.90947, `000000371_lnorm` = 1.13543, `000000372_lnorm` = 1.6593, `000000373_lnorm` = 1.46798, `000000374_lnorm` = 1.57448, `000000375_lnorm` = 1.85693, `000000376_lnorm` = 1.4851, `000000377_lnorm` = 1.42378, `000000378_lnorm` = 1.59598, @@ -46,7 +46,7 @@ average,0.05,1.68118,0.682856,0.916053,3.47924,1,parametric,1000,1,"c(`000000001 `000000793_lnorm` = 1.38939, `000000794_lnorm` = 1.73823, `000000795_lnorm` = 1.93236, `000000796_lnorm` = 2.27247, `000000797_lnorm` = 1.9506, `000000798_lnorm` = 2.79071, `000000799_lnorm` = 1.85945, `000000800_lnorm` = 1.697, `000000801_lnorm` = 1.20041, `000000802_lnorm` = 2.30994, `000000803_lnorm` = 2.28004, `000000804_lnorm` = 2.12277, `000000805_lnorm` = 1.40852, `000000806_lnorm` = 2.70247, `000000807_lnorm` = 0.952191, `000000808_lnorm` = 1.76159, `000000809_lnorm` = 1.55078, `000000810_lnorm` = 1.46163, `000000811_lnorm` = 2.11149, `000000812_lnorm` = 1.11352, `000000813_lnorm` = 2.7389, `000000814_lnorm` = 1.51083, `000000815_lnorm` = 1.2664, `000000816_lnorm` = 1.60513, `000000817_lnorm` = 1.05833, `000000818_lnorm` = 1.68812, `000000819_lnorm` = 2.66027, `000000820_lnorm` = 1.65418, `000000821_lnorm` = 1.08778, `000000822_lnorm` = 1.33578, `000000823_lnorm` = 1.09943, `000000824_lnorm` = 1.50982, `000000825_lnorm` = 1.619, `000000826_lnorm` = 2.30469, `000000827_lnorm` = 0.855125, `000000828_lnorm` = 2.42884, `000000829_lnorm` = 1.38089, `000000830_lnorm` = 4.4522, `000000831_lnorm` = 1.66964, `000000832_lnorm` = 1.85568, `000000833_lnorm` = 1.08886, `000000834_lnorm` = 0.921413, `000000835_lnorm` = 1.46622, `000000836_lnorm` = 2.73844, `000000837_lnorm` = 1.58314, `000000838_lnorm` = 1.38034, `000000839_lnorm` = 4.41954, `000000840_lnorm` = 0.943256, `000000841_lnorm` = 2.27984, `000000842_lnorm` = 0.912846, `000000843_lnorm` = 3.55196, `000000844_lnorm` = 1.1334, `000000845_lnorm` = 1.32162, `000000846_lnorm` = 1.15393, -`000000847_lnorm` = 1.98562, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42929, `000000851_lnorm` = 4.14374, `000000852_lnorm` = 1.43422, `000000853_lnorm` = 1.86874, `000000854_lnorm` = 2.12603, `000000855_lnorm` = 1.61319, `000000856_lnorm` = 2.90886, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36495, `000000860_lnorm` = 1.34749, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52777, `000000863_lnorm` = 0.600718, `000000864_lnorm` = 1.09026, +`000000847_lnorm` = 1.98562, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42929, `000000851_lnorm` = 4.14374, `000000852_lnorm` = 1.43422, `000000853_lnorm` = 1.86874, `000000854_lnorm` = 2.12603, `000000855_lnorm` = 1.61319, `000000856_lnorm` = 2.90886, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36495, `000000860_lnorm` = 1.34749, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52777, `000000863_lnorm` = 0.600719, `000000864_lnorm` = 1.09026, `000000865_lnorm` = 2.03663, `000000866_lnorm` = 1.49139, `000000867_lnorm` = 1.12194, `000000868_lnorm` = 1.07614, `000000869_lnorm` = 1.8528, `000000870_lnorm` = 2.95831, `000000871_lnorm` = 2.98388, `000000872_lnorm` = 2.99172, `000000873_lnorm` = 2.63005, `000000874_lnorm` = 2.71377, `000000875_lnorm` = 2.88341, `000000876_lnorm` = 1.53379, `000000877_lnorm` = 1.38716, `000000878_lnorm` = 1.82626, `000000879_lnorm` = 2.14879, `000000880_lnorm` = 1.45224, `000000881_lnorm` = 2.03255, `000000882_lnorm` = 1.23025, `000000883_lnorm` = 4.04123, `000000884_lnorm` = 1.87984, `000000885_lnorm` = 0.920501, `000000886_lnorm` = 1.39447, `000000887_lnorm` = 2.25379, `000000888_lnorm` = 1.17532, `000000889_lnorm` = 1.54539, `000000890_lnorm` = 1.16774, `000000891_lnorm` = 1.62573, `000000892_lnorm` = 0.973674, `000000893_lnorm` = 1.10345, `000000894_lnorm` = 1.55087, `000000895_lnorm` = 1.43027, `000000896_lnorm` = 0.962508, `000000897_lnorm` = 2.10172, `000000898_lnorm` = 1.45381, `000000899_lnorm` = 2.50912, `000000900_lnorm` = 0.829115, `000000901_lnorm` = 1.49204, `000000902_lnorm` = 1.97533, `000000903_lnorm` = 1.08147, `000000904_lnorm` = 1.12325, `000000905_lnorm` = 1.646, `000000906_lnorm` = 0.996106, `000000907_lnorm` = 3.10322, `000000908_lnorm` = 1.11549, `000000909_lnorm` = 1.86724, `000000910_lnorm` = 1.93593, `000000911_lnorm` = 0.86112, `000000912_lnorm` = 2.97445, `000000913_lnorm` = 2.62286, `000000914_lnorm` = 3.12933, `000000915_lnorm` = 1.27296, `000000916_lnorm` = 1.42102, `000000917_lnorm` = 1.6307, `000000918_lnorm` = 3.45913, diff --git a/tests/testthat/_snaps/hc/hc_cis_level08.csv b/tests/testthat/_snaps/hc/hc_cis_level08.csv index e8093cdb..b3a66798 100644 --- a/tests/testthat/_snaps/hc/hc_cis_level08.csv +++ b/tests/testthat/_snaps/hc/hc_cis_level08.csv @@ -16,7 +16,7 @@ average,0.05,1.68118,0.682856,1.11342,2.76013,1,parametric,1000,1,"c(`000000001_ `000000253_lnorm` = 0.957097, `000000254_lnorm` = 1.71972, `000000255_lnorm` = 1.246, `000000256_lnorm` = 1.64064, `000000257_lnorm` = 1.85754, `000000258_lnorm` = 2.32517, `000000259_lnorm` = 1.53654, `000000260_lnorm` = 4.93482, `000000261_lnorm` = 2.92566, `000000262_lnorm` = 1.80187, `000000263_lnorm` = 1.30003, `000000264_lnorm` = 3.32539, `000000265_lnorm` = 1.00911, `000000266_lnorm` = 1.3714, `000000267_lnorm` = 1.49066, `000000268_lnorm` = 1.16181, `000000269_lnorm` = 2.17011, `000000270_lnorm` = 1.93628, `000000271_lnorm` = 1.93382, `000000272_lnorm` = 1.56229, `000000273_lnorm` = 1.934, `000000274_lnorm` = 1.48945, `000000275_lnorm` = 1.5608, `000000276_lnorm` = 2.76426, `000000277_lnorm` = 1.41112, `000000278_lnorm` = 3.0299, `000000279_lnorm` = 1.20218, `000000280_lnorm` = 1.17921, `000000281_lnorm` = 3.31634, `000000282_lnorm` = 2.2934, `000000283_lnorm` = 1.75066, `000000284_lnorm` = 2.23803, `000000285_lnorm` = 1.73284, `000000286_lnorm` = 2.27553, `000000287_lnorm` = 1.06919, `000000288_lnorm` = 2.22348, `000000289_lnorm` = 1.43162, `000000290_lnorm` = 2.38861, `000000291_lnorm` = 1.9776, `000000292_lnorm` = 1.75615, `000000293_lnorm` = 1.51279, `000000294_lnorm` = 4.17684, `000000295_lnorm` = 1.10022, `000000296_lnorm` = 3.42715, `000000297_lnorm` = 1.28569, `000000298_lnorm` = 1.91589, `000000299_lnorm` = 1.14508, `000000300_lnorm` = 1.36318, `000000301_lnorm` = 1.23333, `000000302_lnorm` = 1.07115, `000000303_lnorm` = 1.85, `000000304_lnorm` = 2.22285, `000000305_lnorm` = 1.22099, `000000306_lnorm` = 0.769899, -`000000307_lnorm` = 2.26783, `000000308_lnorm` = 2.76718, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.7925, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.49481, `000000315_lnorm` = 2.28878, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49334, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97667, `000000320_lnorm` = 2.11936, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93249, +`000000307_lnorm` = 2.26783, `000000308_lnorm` = 2.76718, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.7925, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.49481, `000000315_lnorm` = 2.28877, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49334, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97667, `000000320_lnorm` = 2.11936, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93249, `000000325_lnorm` = 1.48784, `000000326_lnorm` = 2.98808, `000000327_lnorm` = 2.30993, `000000328_lnorm` = 2.99877, `000000329_lnorm` = 1.741, `000000330_lnorm` = 1.88757, `000000331_lnorm` = 2.04144, `000000332_lnorm` = 1.25144, `000000333_lnorm` = 1.57907, `000000334_lnorm` = 1.00788, `000000335_lnorm` = 1.2126, `000000336_lnorm` = 1.9552, `000000337_lnorm` = 2.82747, `000000338_lnorm` = 1.90187, `000000339_lnorm` = 1.42327, `000000340_lnorm` = 1.43656, `000000341_lnorm` = 1.09695, `000000342_lnorm` = 1.33248, `000000343_lnorm` = 1.19027, `000000344_lnorm` = 1.97184, `000000345_lnorm` = 1.77387, `000000346_lnorm` = 1.07525, `000000347_lnorm` = 2.13797, `000000348_lnorm` = 2.16009, `000000349_lnorm` = 2.2232, `000000350_lnorm` = 2.71378, `000000351_lnorm` = 1.83288, `000000352_lnorm` = 2.48059, `000000353_lnorm` = 1.04259, `000000354_lnorm` = 1.55659, `000000355_lnorm` = 2.4289, `000000356_lnorm` = 3.13694, `000000357_lnorm` = 1.00274, `000000358_lnorm` = 1.32141, `000000359_lnorm` = 1.9265, `000000360_lnorm` = 1.34318, `000000361_lnorm` = 1.42568, `000000362_lnorm` = 1.01439, `000000363_lnorm` = 1.49849, `000000364_lnorm` = 2.22677, `000000365_lnorm` = 1.62129, `000000366_lnorm` = 2.04696, `000000367_lnorm` = 1.18602, `000000368_lnorm` = 1.20377, `000000369_lnorm` = 1.2206, `000000370_lnorm` = 1.90947, `000000371_lnorm` = 1.13543, `000000372_lnorm` = 1.6593, `000000373_lnorm` = 1.46798, `000000374_lnorm` = 1.57448, `000000375_lnorm` = 1.85693, `000000376_lnorm` = 1.4851, `000000377_lnorm` = 1.42378, `000000378_lnorm` = 1.59598, @@ -46,7 +46,7 @@ average,0.05,1.68118,0.682856,1.11342,2.76013,1,parametric,1000,1,"c(`000000001_ `000000793_lnorm` = 1.38939, `000000794_lnorm` = 1.73823, `000000795_lnorm` = 1.93236, `000000796_lnorm` = 2.27247, `000000797_lnorm` = 1.9506, `000000798_lnorm` = 2.79071, `000000799_lnorm` = 1.85945, `000000800_lnorm` = 1.697, `000000801_lnorm` = 1.20041, `000000802_lnorm` = 2.30994, `000000803_lnorm` = 2.28004, `000000804_lnorm` = 2.12277, `000000805_lnorm` = 1.40852, `000000806_lnorm` = 2.70247, `000000807_lnorm` = 0.952191, `000000808_lnorm` = 1.76159, `000000809_lnorm` = 1.55078, `000000810_lnorm` = 1.46163, `000000811_lnorm` = 2.11149, `000000812_lnorm` = 1.11352, `000000813_lnorm` = 2.7389, `000000814_lnorm` = 1.51083, `000000815_lnorm` = 1.2664, `000000816_lnorm` = 1.60513, `000000817_lnorm` = 1.05833, `000000818_lnorm` = 1.68812, `000000819_lnorm` = 2.66027, `000000820_lnorm` = 1.65418, `000000821_lnorm` = 1.08778, `000000822_lnorm` = 1.33578, `000000823_lnorm` = 1.09943, `000000824_lnorm` = 1.50982, `000000825_lnorm` = 1.619, `000000826_lnorm` = 2.30469, `000000827_lnorm` = 0.855125, `000000828_lnorm` = 2.42884, `000000829_lnorm` = 1.38089, `000000830_lnorm` = 4.4522, `000000831_lnorm` = 1.66964, `000000832_lnorm` = 1.85568, `000000833_lnorm` = 1.08886, `000000834_lnorm` = 0.921413, `000000835_lnorm` = 1.46622, `000000836_lnorm` = 2.73844, `000000837_lnorm` = 1.58314, `000000838_lnorm` = 1.38034, `000000839_lnorm` = 4.41954, `000000840_lnorm` = 0.943256, `000000841_lnorm` = 2.27984, `000000842_lnorm` = 0.912846, `000000843_lnorm` = 3.55196, `000000844_lnorm` = 1.1334, `000000845_lnorm` = 1.32162, `000000846_lnorm` = 1.15393, -`000000847_lnorm` = 1.98562, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42929, `000000851_lnorm` = 4.14374, `000000852_lnorm` = 1.43422, `000000853_lnorm` = 1.86874, `000000854_lnorm` = 2.12603, `000000855_lnorm` = 1.61319, `000000856_lnorm` = 2.90886, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36495, `000000860_lnorm` = 1.34749, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52777, `000000863_lnorm` = 0.600718, `000000864_lnorm` = 1.09026, +`000000847_lnorm` = 1.98562, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42929, `000000851_lnorm` = 4.14374, `000000852_lnorm` = 1.43422, `000000853_lnorm` = 1.86874, `000000854_lnorm` = 2.12603, `000000855_lnorm` = 1.61319, `000000856_lnorm` = 2.90886, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36495, `000000860_lnorm` = 1.34749, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52777, `000000863_lnorm` = 0.600719, `000000864_lnorm` = 1.09026, `000000865_lnorm` = 2.03663, `000000866_lnorm` = 1.49139, `000000867_lnorm` = 1.12194, `000000868_lnorm` = 1.07614, `000000869_lnorm` = 1.8528, `000000870_lnorm` = 2.95831, `000000871_lnorm` = 2.98388, `000000872_lnorm` = 2.99172, `000000873_lnorm` = 2.63005, `000000874_lnorm` = 2.71377, `000000875_lnorm` = 2.88341, `000000876_lnorm` = 1.53379, `000000877_lnorm` = 1.38716, `000000878_lnorm` = 1.82626, `000000879_lnorm` = 2.14879, `000000880_lnorm` = 1.45224, `000000881_lnorm` = 2.03255, `000000882_lnorm` = 1.23025, `000000883_lnorm` = 4.04123, `000000884_lnorm` = 1.87984, `000000885_lnorm` = 0.920501, `000000886_lnorm` = 1.39447, `000000887_lnorm` = 2.25379, `000000888_lnorm` = 1.17532, `000000889_lnorm` = 1.54539, `000000890_lnorm` = 1.16774, `000000891_lnorm` = 1.62573, `000000892_lnorm` = 0.973674, `000000893_lnorm` = 1.10345, `000000894_lnorm` = 1.55087, `000000895_lnorm` = 1.43027, `000000896_lnorm` = 0.962508, `000000897_lnorm` = 2.10172, `000000898_lnorm` = 1.45381, `000000899_lnorm` = 2.50912, `000000900_lnorm` = 0.829115, `000000901_lnorm` = 1.49204, `000000902_lnorm` = 1.97533, `000000903_lnorm` = 1.08147, `000000904_lnorm` = 1.12325, `000000905_lnorm` = 1.646, `000000906_lnorm` = 0.996106, `000000907_lnorm` = 3.10322, `000000908_lnorm` = 1.11549, `000000909_lnorm` = 1.86724, `000000910_lnorm` = 1.93593, `000000911_lnorm` = 0.86112, `000000912_lnorm` = 2.97445, `000000913_lnorm` = 2.62286, `000000914_lnorm` = 3.12933, `000000915_lnorm` = 1.27296, `000000916_lnorm` = 1.42102, `000000917_lnorm` = 1.6307, `000000918_lnorm` = 3.45913, diff --git a/tests/testthat/_snaps/hc/partialeftfull.csv b/tests/testthat/_snaps/hc/partialeftfull.csv index fc19803e..bf2d067a 100644 --- a/tests/testthat/_snaps/hc/partialeftfull.csv +++ b/tests/testthat/_snaps/hc/partialeftfull.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -lnorm,0.05,1.83148,0.798458,0.945173,3.2476,1,parametric,10,1,numeric(0) +lnorm,0.05,1.83148,0.798459,0.945173,3.2476,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/predict/pred_cis.csv b/tests/testthat/_snaps/predict/pred_cis.csv index 82be1a8f..731271e0 100644 --- a/tests/testthat/_snaps/predict/pred_cis.csv +++ b/tests/testthat/_snaps/predict/pred_cis.csv @@ -90,11 +90,11 @@ average,0.88,53.0729,13.2196,37.4577,76.0711,1,parametric,10,1,numeric(0) average,0.89,55.7779,14.1741,39.1039,80.5633,1,parametric,10,1,numeric(0) average,0.9,58.8136,15.2974,40.9198,85.7395,1,parametric,10,1,numeric(0) average,0.91,62.2636,16.6457,42.9533,91.7803,1,parametric,10,1,numeric(0) -average,0.92,66.2464,18.3047,45.2624,98.9849,1,parametric,10,1,numeric(0) +average,0.92,66.2464,18.3046,45.2624,98.9849,1,parametric,10,1,numeric(0) average,0.93,70.9363,20.4117,47.8675,107.823,1,parametric,10,1,numeric(0) average,0.94,76.6047,23.2033,50.8284,119.092,1,parametric,10,1,numeric(0) average,0.95,83.7044,27.1235,54.4206,134.268,1,parametric,10,1,numeric(0) -average,0.96,93.067,33.1168,58.9674,156.395,1,parametric,10,1,numeric(0) +average,0.96,93.067,33.1167,58.9674,156.395,1,parametric,10,1,numeric(0) average,0.97,106.456,43.5908,65.1123,192.96,1,parametric,10,1,numeric(0) average,0.98,128.602,66.8453,74.431,268.383,1,parametric,10,1,numeric(0) average,0.99,180.146,156.616,92.7806,534.267,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/weibull/hc_anona.csv b/tests/testthat/_snaps/weibull/hc_anona.csv index 646875e9..62585ca2 100644 --- a/tests/testthat/_snaps/weibull/hc_anona.csv +++ b/tests/testthat/_snaps/weibull/hc_anona.csv @@ -1,5 +1,5 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,6.42593,15.7252,0.700779,53.8366,1,parametric,1000,1,"c(`000000001_weibull` = 19.5331, `000000002_weibull` = 3.50237, `000000003_weibull` = 4.40539, `000000004_weibull` = 8.44417, `000000005_weibull` = 40.9936, `000000006_weibull` = 17.6807, `000000007_weibull` = 5.57319, `000000008_weibull` = 43.9998, `000000009_weibull` = 2.57976, `000000010_weibull` = 5.23002, `000000011_weibull` = 8.07911, `000000012_weibull` = 5.01415, `000000013_weibull` = 4.07884, `000000014_weibull` = 3.04445, `000000015_weibull` = 6.10087, `000000016_weibull` = 2.21551, `000000017_weibull` = 14.4184, +average,0.05,6.42593,15.7252,0.700779,53.8366,1,parametric,1000,1,"c(`000000001_weibull` = 19.5331, `000000002_weibull` = 3.50237, `000000003_weibull` = 4.40539, `000000004_weibull` = 8.44417, `000000005_weibull` = 40.9936, `000000006_weibull` = 17.6807, `000000007_weibull` = 5.57319, `000000008_weibull` = 43.9998, `000000009_weibull` = 2.57976, `000000010_weibull` = 5.23002, `000000011_weibull` = 8.07911, `000000012_weibull` = 5.01415, `000000013_weibull` = 4.07884, `000000014_weibull` = 3.04445, `000000015_weibull` = 6.10087, `000000016_weibull` = 2.21552, `000000017_weibull` = 14.4184, `000000018_weibull` = 19.3822, `000000019_weibull` = 8.63474, `000000020_weibull` = 8.64451, `000000021_weibull` = 3.8992, `000000022_weibull` = 15.5584, `000000023_weibull` = 9.03457, `000000024_weibull` = 1.29008, `000000025_weibull` = 22.3785, `000000026_weibull` = 24.1325, `000000027_weibull` = 3.70208, `000000028_weibull` = 11.4905, `000000029_weibull` = 40.4752, `000000030_weibull` = 26.3224, `000000031_weibull` = 22.5898, `000000032_weibull` = 35.578, `000000033_weibull` = 0.763847, `000000034_weibull` = 6.62819, `000000035_weibull` = 5.91055, `000000036_weibull` = 7.85492, `000000037_weibull` = 16.9274, `000000038_weibull` = 13.8314, `000000039_weibull` = 3.60487, `000000040_weibull` = 2.39172, `000000041_weibull` = 7.35896, `000000042_weibull` = 15.659, `000000043_weibull` = 75.3306, `000000044_weibull` = 26.3684, `000000045_weibull` = 22.3269, `000000046_weibull` = 33.0258, `000000047_weibull` = 10.0165, `000000048_weibull` = 2.14456, `000000049_weibull` = 2.60983, `000000050_weibull` = 5.91748, `000000051_weibull` = 16.2137, `000000052_weibull` = 2.84679, `000000053_weibull` = 86.756, `000000054_weibull` = 7.54035, `000000055_weibull` = 3.97361, `000000056_weibull` = 46.5391, `000000057_weibull` = 1.13562, `000000058_weibull` = 9.83459, `000000059_weibull` = 25.256, `000000060_weibull` = 28.5201, `000000061_weibull` = 2.29067, `000000062_weibull` = 2.89851, `000000063_weibull` = 13.054, `000000064_weibull` = 6.09376, `000000065_weibull` = 8.04456, `000000066_weibull` = 6.73045, `000000067_weibull` = 42.9916, `000000068_weibull` = 9.31959, @@ -9,7 +9,7 @@ average,0.05,6.42593,15.7252,0.700779,53.8366,1,parametric,1000,1,"c(`000000001_ `000000120_weibull` = 4.44526, `000000121_weibull` = 2.98823, `000000122_weibull` = 7.56639, `000000123_weibull` = 26.8841, `000000124_weibull` = 9.39364, `000000125_weibull` = 13.0359, `000000126_weibull` = 5.72898, `000000127_weibull` = 8.1963, `000000128_weibull` = 21.5161, `000000129_weibull` = 4.52517, `000000130_weibull` = 6.24429, `000000131_weibull` = 1.58898, `000000132_weibull` = 8.30927, `000000133_weibull` = 5.38344, `000000134_weibull` = 10.1527, `000000135_weibull` = 5.81332, `000000136_weibull` = 0.536, `000000137_weibull` = 1.29951, `000000138_weibull` = 70.4598, `000000139_weibull` = 4.5218, `000000140_weibull` = 21.6146, `000000141_weibull` = 3.35853, `000000142_weibull` = 16.6267, `000000143_weibull` = 6.14599, `000000144_weibull` = 9.08013, `000000145_weibull` = 1.86929, `000000146_weibull` = 0.223709, `000000147_weibull` = 2.16602, `000000148_weibull` = 6.83188, `000000149_weibull` = 8.64161, `000000150_weibull` = 10.0088, `000000151_weibull` = 9.28437, `000000152_weibull` = 0.340506, `000000153_weibull` = 10.6452, `000000154_weibull` = 6.50586, `000000155_weibull` = 28.2793, `000000156_weibull` = 3.38084, `000000157_weibull` = 40.4067, `000000158_weibull` = 5.30406, `000000159_weibull` = 11.2295, `000000160_weibull` = 9.52455, `000000161_weibull` = 4.97173, `000000162_weibull` = 2.37949, `000000163_weibull` = 7.09773, `000000164_weibull` = 17.0816, `000000165_weibull` = 14.4958, `000000166_weibull` = 2.64117, `000000167_weibull` = 7.71315, `000000168_weibull` = 3.82515, `000000169_weibull` = 15.1812, `000000170_weibull` = 30.7656, -`000000171_weibull` = 92.2867, `000000172_weibull` = 63.871, `000000173_weibull` = 24.312, `000000174_weibull` = 0.712989, `000000175_weibull` = 9.70749, `000000176_weibull` = 6.05038, `000000177_weibull` = 7.88639, `000000178_weibull` = 4.43079, `000000179_weibull` = 13.4615, `000000180_weibull` = 9.501, `000000181_weibull` = 38.8943, `000000182_weibull` = 11.0954, `000000183_weibull` = 9.27302, `000000184_weibull` = 4.25854, `000000185_weibull` = 93.3952, `000000186_weibull` = 15.5652, `000000187_weibull` = 39.1772, +`000000171_weibull` = 92.2867, `000000172_weibull` = 63.871, `000000173_weibull` = 24.312, `000000174_weibull` = 0.712989, `000000175_weibull` = 9.70749, `000000176_weibull` = 6.05038, `000000177_weibull` = 7.88639, `000000178_weibull` = 4.43079, `000000179_weibull` = 13.4615, `000000180_weibull` = 9.501, `000000181_weibull` = 38.8943, `000000182_weibull` = 11.0954, `000000183_weibull` = 9.27304, `000000184_weibull` = 4.25854, `000000185_weibull` = 93.3952, `000000186_weibull` = 15.5652, `000000187_weibull` = 39.1772, `000000188_weibull` = 26.6589, `000000189_weibull` = 11.7129, `000000190_weibull` = 1.55133, `000000191_weibull` = 17.8172, `000000192_weibull` = 3.16555, `000000193_weibull` = 1.09582, `000000194_weibull` = 0.888257, `000000195_weibull` = 2.11508, `000000196_weibull` = 10.838, `000000197_weibull` = 3.27186, `000000198_weibull` = 22.6642, `000000199_weibull` = 0.621174, `000000200_weibull` = 5.66405, `000000201_weibull` = 5.161, `000000202_weibull` = 9.22598, `000000203_weibull` = 5.47799, `000000204_weibull` = 30.7631, `000000205_weibull` = 22.0846, `000000206_weibull` = 7.74121, `000000207_weibull` = 51.2734, `000000208_weibull` = 26.0558, `000000209_weibull` = 11.8084, `000000210_weibull` = 25.3367, `000000211_weibull` = 1.47333, `000000212_weibull` = 5.2519, `000000213_weibull` = 2.78534, `000000214_weibull` = 11.5703, `000000215_weibull` = 3.51625, `000000216_weibull` = 3.49188, `000000217_weibull` = 28.7613, `000000218_weibull` = 7.91703, `000000219_weibull` = 10.5716, `000000220_weibull` = 4.28306, `000000221_weibull` = 11.8531, `000000222_weibull` = 7.44154, `000000223_weibull` = 3.765, `000000224_weibull` = 14.7505, `000000225_weibull` = 19.7469, `000000226_weibull` = 86.9182, `000000227_weibull` = 7.47854, `000000228_weibull` = 3.75788, `000000229_weibull` = 43.5514, `000000230_weibull` = 2.74848, `000000231_weibull` = 52.9375, `000000232_weibull` = 9.81075, `000000233_weibull` = 1.98022, `000000234_weibull` = 11.5546, `000000235_weibull` = 1.3808, `000000236_weibull` = 3.58995, `000000237_weibull` = 13.5264, `000000238_weibull` = 19.9423, @@ -40,9 +40,9 @@ average,0.05,6.42593,15.7252,0.700779,53.8366,1,parametric,1000,1,"c(`000000001_ `000000647_weibull` = 2.60604, `000000648_weibull` = 7.44617, `000000649_weibull` = 19.6147, `000000650_weibull` = 6.01965, `000000651_weibull` = 1.1712, `000000652_weibull` = 2.61556, `000000653_weibull` = 15.1736, `000000654_weibull` = 3.53789, `000000655_weibull` = 2.01071, `000000656_weibull` = 7.14453, `000000657_weibull` = 73.5397, `000000658_weibull` = 4.80654, `000000659_weibull` = 14.6031, `000000660_weibull` = 12.6076, `000000661_weibull` = 10.1935, `000000662_weibull` = 3.97837, `000000663_weibull` = 3.30814, `000000664_weibull` = 1.6816, `000000665_weibull` = 8.13837, `000000666_weibull` = 3.67347, `000000667_weibull` = 13.284, `000000668_weibull` = 16.4613, `000000669_weibull` = 0.623811, `000000670_weibull` = 4.89493, `000000671_weibull` = 7.08077, `000000672_weibull` = 43.5005, `000000673_weibull` = 7.4239, `000000674_weibull` = 7.0047, `000000675_weibull` = 23.4011, `000000676_weibull` = 28.0393, `000000677_weibull` = 2.98204, `000000678_weibull` = 14.4043, `000000679_weibull` = 6.58211, `000000680_weibull` = 23.3226, `000000681_weibull` = 36.596, `000000682_weibull` = 17.0606, `000000683_weibull` = 6.7984, `000000684_weibull` = 9.2242, `000000685_weibull` = 15.4452, `000000686_weibull` = 0.821804, `000000687_weibull` = 6.42025, `000000688_weibull` = 13.6097, `000000689_weibull` = 19.5224, `000000690_weibull` = 9.93553, `000000691_weibull` = 9, `000000692_weibull` = 10.1461, `000000693_weibull` = 13.122, `000000694_weibull` = 6.38611, `000000695_weibull` = 17.9711, `000000696_weibull` = 1.08286, `000000697_weibull` = 8.59671, -`000000698_weibull` = 4.30025, `000000699_weibull` = 9.57069, `000000700_weibull` = 0.438171, `000000701_weibull` = 7.41393, `000000702_weibull` = 56.4949, `000000703_weibull` = 1.06607, `000000704_weibull` = 8.62138, `000000705_weibull` = 24.0734, `000000706_weibull` = 1.95334, `000000707_weibull` = 2.0732, `000000708_weibull` = 39.2267, `000000709_weibull` = 8.00883, `000000710_weibull` = 20.4688, `000000711_weibull` = 13.4883, `000000712_weibull` = 1.61293, `000000713_weibull` = 0.451758, `000000714_weibull` = 6.71567, +`000000698_weibull` = 4.30025, `000000699_weibull` = 9.57069, `000000700_weibull` = 0.438171, `000000701_weibull` = 7.41393, `000000702_weibull` = 56.4948, `000000703_weibull` = 1.06607, `000000704_weibull` = 8.62138, `000000705_weibull` = 24.0734, `000000706_weibull` = 1.95334, `000000707_weibull` = 2.0732, `000000708_weibull` = 39.2267, `000000709_weibull` = 8.00883, `000000710_weibull` = 20.4688, `000000711_weibull` = 13.4883, `000000712_weibull` = 1.61293, `000000713_weibull` = 0.451758, `000000714_weibull` = 6.71567, `000000715_weibull` = 9.29388, `000000716_weibull` = 8.7899, `000000717_weibull` = 1.88459, `000000718_weibull` = 15.6741, `000000719_weibull` = 13.5505, `000000720_weibull` = 1.44377, `000000721_weibull` = 33.0385, `000000722_weibull` = 2.14696, `000000723_weibull` = 2.71093, `000000724_weibull` = 9.36616, `000000725_weibull` = 16.8236, `000000726_weibull` = 10.5243, `000000727_weibull` = 1.62647, `000000728_weibull` = 1.49607, `000000729_weibull` = 7.4276, `000000730_weibull` = 27.0418, `000000731_weibull` = 17.4308, -`000000732_weibull` = 3.35695, `000000733_weibull` = 26.041, `000000734_weibull` = 0.89897, `000000735_weibull` = 1.17058, `000000736_weibull` = 1.52257, `000000737_weibull` = 6.0438, `000000738_weibull` = 27.2462, `000000739_weibull` = 6.00222, `000000740_weibull` = 4.53184, `000000741_weibull` = 2.96897, `000000742_weibull` = 31.6336, `000000743_weibull` = 11.9778, `000000744_weibull` = 9.00836, `000000745_weibull` = 20.5272, `000000746_weibull` = 7.58279, `000000747_weibull` = 8.17714, `000000748_weibull` = 76.374, +`000000732_weibull` = 3.35695, `000000733_weibull` = 26.041, `000000734_weibull` = 0.89897, `000000735_weibull` = 1.17058, `000000736_weibull` = 1.52257, `000000737_weibull` = 6.04379, `000000738_weibull` = 27.2462, `000000739_weibull` = 6.00222, `000000740_weibull` = 4.53184, `000000741_weibull` = 2.96897, `000000742_weibull` = 31.6336, `000000743_weibull` = 11.9778, `000000744_weibull` = 9.00836, `000000745_weibull` = 20.5272, `000000746_weibull` = 7.58279, `000000747_weibull` = 8.17714, `000000748_weibull` = 76.374, `000000749_weibull` = 42.0792, `000000750_weibull` = 16.0415, `000000751_weibull` = 12.324, `000000752_weibull` = 9.68108, `000000753_weibull` = 1.47791, `000000754_weibull` = 5.09777, `000000755_weibull` = 1.80216, `000000756_weibull` = 0.538356, `000000757_weibull` = 1.40222, `000000758_weibull` = 6.7286, `000000759_weibull` = 9.69449, `000000760_weibull` = 6.86486, `000000761_weibull` = 33.397, `000000762_weibull` = 5.53447, `000000763_weibull` = 5.52698, `000000764_weibull` = 8.51302, `000000765_weibull` = 23.3549, `000000766_weibull` = 16.0331, `000000767_weibull` = 39.0041, `000000768_weibull` = 19.1596, `000000769_weibull` = 23.9332, `000000770_weibull` = 9.24828, `000000771_weibull` = 4.96577, `000000772_weibull` = 29.5363, `000000773_weibull` = 5.6763, `000000774_weibull` = 5.08218, `000000775_weibull` = 13.4413, `000000776_weibull` = 9.30593, `000000777_weibull` = 4.34439, `000000778_weibull` = 0.241665, `000000779_weibull` = 3.9396, `000000780_weibull` = 5.11002, `000000781_weibull` = 14.4892, `000000782_weibull` = 5.86105, `000000783_weibull` = 24.1607, `000000784_weibull` = 12.3159, `000000785_weibull` = 2.30014, `000000786_weibull` = 7.50377, `000000787_weibull` = 2.54884, `000000788_weibull` = 23.4568, `000000789_weibull` = 4.75188, `000000790_weibull` = 13.9528, `000000791_weibull` = 1.848, `000000792_weibull` = 16.6305, `000000793_weibull` = 5.42751, `000000794_weibull` = 1.45093, `000000795_weibull` = 10.8402, `000000796_weibull` = 7.97346, `000000797_weibull` = 3.88768, `000000798_weibull` = 1.27946, `000000799_weibull` = 0.667591, From 38bfc2764d2dbb1cdb26eab869db33794f61cab7 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Wed, 21 Aug 2024 07:45:57 -0700 Subject: [PATCH 44/76] - Moved pearson1000 to ssdtests. --- R/data.R | 15 --------------- R/test-helpers.R | 2 +- _pkgdown.yml | 1 - data/pearson1000.rda | Bin 7842 -> 0 bytes man/pearson1000.Rd | 26 -------------------------- tests/testthat/_snaps/lnorm.md | 4 ---- tests/testthat/test-lnorm.R | 6 ------ 7 files changed, 1 insertion(+), 53 deletions(-) delete mode 100644 data/pearson1000.rda delete mode 100644 man/pearson1000.Rd delete mode 100644 tests/testthat/_snaps/lnorm.md diff --git a/R/data.R b/R/data.R index c42db9fe..8824fe65 100644 --- a/R/data.R +++ b/R/data.R @@ -44,18 +44,3 @@ #' @examples #' dist_data "dist_data" - -#' Pearson 1000 Data -#' -#' An example tibble of 1000 values simulated using a Pearson distribution -#' with a #FIXME of #FIXME and a #FIXME of #FIXME. -#' -#' The data is released under $FIXME -#' -#' @format A tbl data frame that includes: -#' \describe{ -#' \item{Conc}{A numeric vector of the simulate concentrations.} -#' } -#' @examples -#' head(pearson1000) -"pearson1000" diff --git a/R/test-helpers.R b/R/test-helpers.R index 62ee193a..e8e7a0d0 100644 --- a/R/test-helpers.R +++ b/R/test-helpers.R @@ -1,4 +1,4 @@ -# Copyright 2023 Environment and Climate Change Canada +# Copyright 2024 Environment and Climate Change Canada # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. diff --git a/_pkgdown.yml b/_pkgdown.yml index 79eb35b6..9c1a2878 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -94,7 +94,6 @@ reference: - ssd_is_censored - ssd_match_moments - ssd_min_pmix - - pearson1000 - title: Deprecated desc: Deprecated functions which will become defunct in future versions contents: diff --git 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zklWn4xOD7a9+z*G)#FgPJWKo+vEFY)Z*n%1AVu57gQ75IaCcmxoT~>=Aqd18x%t{4{ZvW!$NT&)C5f0fC;Ne{@ Av;Y7A diff --git a/man/pearson1000.Rd b/man/pearson1000.Rd deleted file mode 100644 index 9bf53877..00000000 --- a/man/pearson1000.Rd +++ /dev/null @@ -1,26 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/data.R -\docType{data} -\name{pearson1000} -\alias{pearson1000} -\title{Pearson 1000 Data} -\format{ -A tbl data frame that includes: -\describe{ -\item{Conc}{A numeric vector of the simulate concentrations.} -} -} -\usage{ -pearson1000 -} -\description{ -An example tibble of 1000 values simulated using a Pearson distribution -with a #FIXME of #FIXME and a #FIXME of #FIXME. -} -\details{ -The data is released under $FIXME -} -\examples{ -head(pearson1000) -} -\keyword{datasets} diff --git a/tests/testthat/_snaps/lnorm.md b/tests/testthat/_snaps/lnorm.md deleted file mode 100644 index 9311544f..00000000 --- a/tests/testthat/_snaps/lnorm.md +++ /dev/null @@ -1,4 +0,0 @@ -# lnorm with pearson1000 converges - - list(lnorm.weight = 1, lnorm.meanlog = 4.93885899015782, lnorm.sdlog = 0.132416313227444) - diff --git a/tests/testthat/test-lnorm.R b/tests/testthat/test-lnorm.R index 1f177c64..597d0ae4 100644 --- a/tests/testthat/test-lnorm.R +++ b/tests/testthat/test-lnorm.R @@ -19,9 +19,3 @@ test_that("lnorm", { set.seed(42) expect_equal(ssd_rlnorm(2), c(3.93912432924107, 0.568531719998709)) }) - -test_that("lnorm with pearson1000 converges", { - data <- ssdtools::pearson1000 - fit <- ssd_fit_dists(data, dists = "lnorm") - expect_snapshot_value(estimates(fit), style = "deparse", tolerance = 1e-6) -}) From 7b476384a673417aca755f08bb3dfe5d4673b320 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 22 Aug 2024 10:22:30 -0700 Subject: [PATCH 45/76] update boron pred and dist_data --- data-raw/data-raw.R | 15 +++++++++++++-- data/boron_pred.rda | Bin 4402 -> 4378 bytes data/dist_data.rda | Bin 268 -> 271 bytes tests/testthat/_snaps/ggplot/geom_xribbon.png | Bin 14767 -> 14833 bytes .../testthat/_snaps/ssd-plot/boron_breaks.png | Bin 24533 -> 24424 bytes .../testthat/_snaps/ssd-plot/boron_color.png | Bin 27837 -> 27681 bytes tests/testthat/_snaps/ssd-plot/boron_pred.png | Bin 25093 -> 25123 bytes .../_snaps/ssd-plot/boron_pred_label.png | Bin 42904 -> 42823 bytes .../_snaps/ssd-plot/boron_pred_shift_x.png | Bin 42711 -> 42920 bytes .../testthat/_snaps/ssd-plot/boron_shape.png | Bin 26149 -> 26036 bytes .../_snaps/ssd-plot/missing_order.png | Bin 25542 -> 25497 bytes tests/testthat/_snaps/ssd-plot/no_ribbon.png | Bin 32333 -> 32349 bytes tests/testthat/_snaps/ssd-plot/ribbon.png | Bin 25093 -> 25123 bytes .../zzz-unstable/boron_cens_pred_ribbon.png | Bin 27879 -> 27884 bytes .../_snaps/zzz-unstable/geoms_all.png | Bin 19245 -> 19384 bytes 15 files changed, 13 insertions(+), 2 deletions(-) diff --git a/data-raw/data-raw.R b/data-raw/data-raw.R index c863e6fe..c87fb14b 100644 --- a/data-raw/data-raw.R +++ b/data-raw/data-raw.R @@ -31,10 +31,21 @@ dist_data <- tibble::tribble( "weibull", TRUE, TRUE, 2L ) +stopifnot(identical(dist_data$dist, ssdtools::ssd_dists())) +stopifnot(identical(dist_data$dist[dist_data$bcanz], ssdtools::ssd_dists_bcanz())) +stopifnot(identical(dist_data$dist[dist_data$npars == 2], ssdtools::ssd_dists(npars = 2))) +stopifnot(identical(dist_data$dist[dist_data$npars == 3], ssdtools::ssd_dists(npars = 3))) +stopifnot(identical(dist_data$dist[dist_data$npars == 4], ssdtools::ssd_dists(npars = 4))) +stopifnot(identical(dist_data$dist[dist_data$npars == 5], ssdtools::ssd_dists(npars = 5))) +stopifnot(identical(dist_data$dist[dist_data$tails], ssdtools::ssd_dists(tails = TRUE))) +stopifnot(identical(dist_data$dist[!dist_data$tails], ssdtools::ssd_dists(tails = FALSE))) + use_data(dist_data, overwrite = TRUE) fits <- ssd_fit_dists(ssddata::ccme_boron) -set.seed(99) -boron_pred <- predict(fits, ci = TRUE, ci_method = "weighted bootstrap") 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dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.01,0.267258,0.337762,0.0476618,0.995392,1,parametric,10,1,numeric(0) -average,0.05,1.25677,0.698581,0.469904,2.44697,1,parametric,10,1,numeric(0) -average,0.1,2.38164,0.98634,1.21915,4.18705,1,parametric,10,1,numeric(0) +average,0.01,0.267258,0.337761,0.0476618,0.995389,1,parametric,10,1,numeric(0) +average,0.05,1.25678,0.69858,0.469904,2.44696,1,parametric,10,1,numeric(0) +average,0.1,2.38165,0.986339,1.21915,4.18705,1,parametric,10,1,numeric(0) average,0.2,4.81003,1.41415,3.28125,7.51421,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/bcanz/hp_chloride.csv b/tests/testthat/_snaps/bcanz/hp_chloride.csv index 380b4a21..8c71134e 100644 --- a/tests/testthat/_snaps/bcanz/hp_chloride.csv +++ b/tests/testthat/_snaps/bcanz/hp_chloride.csv @@ -1,2 +1,2 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,3.89879,3.33023,1.2421,10.5385,1,parametric,10,1,numeric(0) +average,1,3.89878,3.33023,1.2421,10.5385,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/coef/coef.csv b/tests/testthat/_snaps/coef/coef.csv index f6214cea..dd68d351 100644 --- a/tests/testthat/_snaps/coef/coef.csv +++ b/tests/testthat/_snaps/coef/coef.csv @@ -6,11 +6,11 @@ lgumbel,scalelog,1.23224,0.17302 llogis,locationlog,2.62628,0.248257 llogis,scalelog,0.740426,0.114375 lnorm,meanlog,2.56165,0.234629 -lnorm,sdlog,1.24154,0.165907 -lnorm_lnorm,meanlog1,0.949487,0.318001 -lnorm_lnorm,meanlog2,3.20108,0.25292 -lnorm_lnorm,pmix,0.283994,0.123402 -lnorm_lnorm,sdlog1,0.554514,0.212453 -lnorm_lnorm,sdlog2,0.768824,0.193734 +lnorm,sdlog,1.24154,0.165908 +lnorm_lnorm,meanlog1,0.949483,0.318008 +lnorm_lnorm,meanlog2,3.20102,0.252952 +lnorm_lnorm,pmix,0.283968,0.123406 +lnorm_lnorm,sdlog1,0.554465,0.212427 +lnorm_lnorm,sdlog2,0.768862,0.193762 weibull,scale,23.514,4.85516 weibull,shape,0.9661,0.14542 diff --git a/tests/testthat/_snaps/data/boron_stable.csv b/tests/testthat/_snaps/data/boron_stable.csv index f6214cea..dd68d351 100644 --- a/tests/testthat/_snaps/data/boron_stable.csv +++ b/tests/testthat/_snaps/data/boron_stable.csv @@ -6,11 +6,11 @@ lgumbel,scalelog,1.23224,0.17302 llogis,locationlog,2.62628,0.248257 llogis,scalelog,0.740426,0.114375 lnorm,meanlog,2.56165,0.234629 -lnorm,sdlog,1.24154,0.165907 -lnorm_lnorm,meanlog1,0.949487,0.318001 -lnorm_lnorm,meanlog2,3.20108,0.25292 -lnorm_lnorm,pmix,0.283994,0.123402 -lnorm_lnorm,sdlog1,0.554514,0.212453 -lnorm_lnorm,sdlog2,0.768824,0.193734 +lnorm,sdlog,1.24154,0.165908 +lnorm_lnorm,meanlog1,0.949483,0.318008 +lnorm_lnorm,meanlog2,3.20102,0.252952 +lnorm_lnorm,pmix,0.283968,0.123406 +lnorm_lnorm,sdlog1,0.554465,0.212427 +lnorm_lnorm,sdlog2,0.768862,0.193762 weibull,scale,23.514,4.85516 weibull,shape,0.9661,0.14542 diff --git a/tests/testthat/_snaps/estimates.md b/tests/testthat/_snaps/estimates.md index 26376bb6..91e46def 100644 --- a/tests/testthat/_snaps/estimates.md +++ b/tests/testthat/_snaps/estimates.md @@ -31,28 +31,28 @@ [1] 0.1772362 $lnorm.meanlog - [1] 2.561645 + [1] 2.561646 $lnorm.sdlog - [1] 1.241539 + [1] 1.241541 $lnorm_lnorm.weight [1] 0.02962678 $lnorm_lnorm.meanlog1 - [1] 0.9494874 + [1] 0.9494834 $lnorm_lnorm.meanlog2 - [1] 3.201082 + [1] 3.201021 $lnorm_lnorm.pmix - [1] 0.2839941 + [1] 0.2839679 $lnorm_lnorm.sdlog1 - [1] 0.5545143 + [1] 0.5544649 $lnorm_lnorm.sdlog2 - [1] 0.7688237 + [1] 0.7688617 $weibull.weight [1] 0.3574716 @@ -145,28 +145,28 @@ [1] 0.1772362 $lnorm.meanlog - [1] 2.561645 + [1] 2.561646 $lnorm.sdlog - [1] 1.241539 + [1] 1.241541 $lnorm_lnorm.weight [1] 0.02962678 $lnorm_lnorm.meanlog1 - [1] 0.9494874 + [1] 0.9494834 $lnorm_lnorm.meanlog2 - [1] 3.201082 + [1] 3.201021 $lnorm_lnorm.pmix - [1] 0.2839941 + [1] 0.2839679 $lnorm_lnorm.sdlog1 - [1] 0.5545143 + [1] 0.5544649 $lnorm_lnorm.sdlog2 - [1] 0.7688237 + [1] 0.7688617 $weibull.weight [1] 0.3574716 diff --git a/tests/testthat/_snaps/fit/min_pmix5.csv b/tests/testthat/_snaps/fit/min_pmix5.csv index e0efe08d..10046e65 100644 --- a/tests/testthat/_snaps/fit/min_pmix5.csv +++ b/tests/testthat/_snaps/fit/min_pmix5.csv @@ -1,9 +1,9 @@ dist,term,est,se -lnorm_lnorm,meanlog1,-0.00758812,0.00926927 -lnorm_lnorm,meanlog2,1.00223,0.00336463 -lnorm_lnorm,pmix,0.105997,0.00973407 -lnorm_lnorm,sdlog1,0.095433,0.00655445 -lnorm_lnorm,sdlog2,0.100602,0.00237915 +lnorm_lnorm,meanlog1,-0.0075959,0.00926899 +lnorm_lnorm,meanlog2,1.00223,0.00336462 +lnorm_lnorm,pmix,0.106001,0.00973436 +lnorm_lnorm,sdlog1,0.0954301,0.00655405 +lnorm_lnorm,sdlog2,0.100602,0.00237913 llogis_llogis,locationlog1,-0.00612638,0.0092506 llogis_llogis,locationlog2,1.002,0.00336951 llogis_llogis,pmix,0.105997,0.00973431 diff --git a/tests/testthat/_snaps/fit/min_pmix_05.csv b/tests/testthat/_snaps/fit/min_pmix_05.csv index 7bc4b726..e1aa557f 100644 --- a/tests/testthat/_snaps/fit/min_pmix_05.csv +++ b/tests/testthat/_snaps/fit/min_pmix_05.csv @@ -1,8 +1,8 @@ dist,term,est,se lnorm,meanlog,2.56165,0.234629 -lnorm,sdlog,1.24154,0.165907 +lnorm,sdlog,1.24154,0.165908 lnorm_lnorm,meanlog1,1.59725,NA -lnorm_lnorm,meanlog2,3.47902,NA +lnorm_lnorm,meanlog2,3.47901,NA lnorm_lnorm,pmix,0.5,NA -lnorm_lnorm,sdlog1,0.955512,NA -lnorm_lnorm,sdlog2,0.642579,0.028436 +lnorm_lnorm,sdlog1,0.955548,NA +lnorm_lnorm,sdlog2,0.642588,0.0283432 diff --git a/tests/testthat/_snaps/fit/tidy_pmix0.csv b/tests/testthat/_snaps/fit/tidy_pmix0.csv index 597d9dba..39fad218 100644 --- a/tests/testthat/_snaps/fit/tidy_pmix0.csv +++ b/tests/testthat/_snaps/fit/tidy_pmix0.csv @@ -1,9 +1,9 @@ dist,term,est,se -lnorm_lnorm,meanlog1,-1.29446,0.210528 -lnorm_lnorm,meanlog2,2.01561,0.0865504 -lnorm_lnorm,pmix,0.0194208,0.0139986 -lnorm_lnorm,sdlog1,0.288835,0.146576 -lnorm_lnorm,sdlog2,0.853686,0.0622707 +lnorm_lnorm,meanlog1,-1.29491,0.210649 +lnorm_lnorm,meanlog2,2.01558,0.0865548 +lnorm_lnorm,pmix,0.019428,0.0140044 +lnorm_lnorm,sdlog1,0.288981,0.146727 +lnorm_lnorm,sdlog2,0.853724,0.0622777 llogis_llogis,locationlog1,1.5014,0.774965 llogis_llogis,locationlog2,2.26704,0.453603 llogis_llogis,pmix,0.39931,0.682828 diff --git a/tests/testthat/_snaps/fit/tidy_stable_anon_e.csv b/tests/testthat/_snaps/fit/tidy_stable_anon_e.csv index b6b7a882..f2a974d0 100644 --- a/tests/testthat/_snaps/fit/tidy_stable_anon_e.csv +++ b/tests/testthat/_snaps/fit/tidy_stable_anon_e.csv @@ -5,12 +5,12 @@ lgumbel,locationlog,4.40322,0.889803 lgumbel,scalelog,3.45475,0.638071 llogis,locationlog,6.53111,0.964136 llogis,scalelog,2.18789,0.423632 -lnorm,meanlog,6.2366,0.858092 -lnorm,sdlog,3.538,0.606761 -lnorm_lnorm,meanlog1,2.22869,0.541909 -lnorm_lnorm,meanlog2,9.04841,0.266623 -lnorm_lnorm,pmix,0.412379,0.119543 -lnorm_lnorm,sdlog1,1.42176,0.39782 -lnorm_lnorm,sdlog2,0.84076,0.188761 +lnorm,meanlog,6.23661,0.858094 +lnorm,sdlog,3.53801,0.606764 +lnorm_lnorm,meanlog1,2.22872,0.541792 +lnorm_lnorm,meanlog2,9.04834,0.26661 +lnorm_lnorm,pmix,0.412297,0.119535 +lnorm_lnorm,sdlog1,1.42148,0.397631 +lnorm_lnorm,sdlog2,0.840727,0.188743 weibull,scale,2701.04,1846.65 weibull,shape,0.372736,0.0768177 diff --git a/tests/testthat/_snaps/fit/tidy_stable_computable.csv b/tests/testthat/_snaps/fit/tidy_stable_computable.csv index eafdb9c5..47a01dab 100644 --- a/tests/testthat/_snaps/fit/tidy_stable_computable.csv +++ b/tests/testthat/_snaps/fit/tidy_stable_computable.csv @@ -3,10 +3,10 @@ lgumbel,locationlog,0.011,NA lgumbel,scalelog,0.0337,NA llogis,locationlog,0.012,0.278 llogis,scalelog,0.0109,0.253 -lnorm,meanlog,0.0233,1.48 -lnorm,sdlog,0.0345,2.19 -lnorm_lnorm,meanlog1,0.0199,NA -lnorm_lnorm,meanlog2,0.329,NA -lnorm_lnorm,pmix,0.885,NA -lnorm_lnorm,sdlog1,0.0346,NA -lnorm_lnorm,sdlog2,1.57e-4,NA +lnorm,meanlog,0.0233,1.41 +lnorm,sdlog,0.0346,2.1 +lnorm_lnorm,meanlog1,0.032,NA +lnorm_lnorm,meanlog2,-3.48e-4,0.0186 +lnorm_lnorm,pmix,0.893,NA +lnorm_lnorm,sdlog1,0.0408,1.73 +lnorm_lnorm,sdlog2,0.00519,NA diff --git a/tests/testthat/_snaps/fit/tidy_stable_rescale.csv b/tests/testthat/_snaps/fit/tidy_stable_rescale.csv index 7da46702..0bb0de55 100644 --- a/tests/testthat/_snaps/fit/tidy_stable_rescale.csv +++ b/tests/testthat/_snaps/fit/tidy_stable_rescale.csv @@ -5,12 +5,12 @@ lgumbel,locationlog,-0.206565,0.247321 lgumbel,scalelog,1.23224,0.17302 llogis,locationlog,0.497053,0.248257 llogis,scalelog,0.740426,0.114375 -lnorm,meanlog,0.432508,0.234627 -lnorm,sdlog,1.24153,0.165905 -lnorm_lnorm,meanlog1,-1.17973,0.317999 -lnorm_lnorm,meanlog2,1.07186,0.252923 -lnorm_lnorm,pmix,0.283988,0.123401 -lnorm_lnorm,sdlog1,0.554502,0.212446 -lnorm_lnorm,sdlog2,0.768838,0.19374 +lnorm,meanlog,0.432422,0.234629 +lnorm,sdlog,1.24154,0.165908 +lnorm_lnorm,meanlog1,-1.17972,0.318004 +lnorm_lnorm,meanlog2,1.07186,0.252919 +lnorm_lnorm,pmix,0.283998,0.123402 +lnorm_lnorm,sdlog1,0.554516,0.212457 +lnorm_lnorm,sdlog2,0.768824,0.193733 weibull,scale,2.79651,0.577423 weibull,shape,0.9661,0.14542 diff --git a/tests/testthat/_snaps/gof/gof.csv b/tests/testthat/_snaps/gof/gof.csv index f7742c46..d9975923 100644 --- a/tests/testthat/_snaps/gof/gof.csv +++ b/tests/testthat/_snaps/gof/gof.csv @@ -2,6 +2,6 @@ dist,ad,ks,cvm,aic,aicc,bic,delta,weight gamma,0.806802,0.839158,0.846869,237.63,238.11,240.295,0.005,0.357 lgumbel,0.459696,0.484779,0.444511,244.186,244.666,246.85,6.561,0.013 llogis,0.758595,0.945045,0.821266,241.015,241.495,243.679,3.39,0.066 -lnorm,0.738159,0.908488,0.753538,239.028,239.508,241.693,1.403,0.177 -lnorm_lnorm,0.921619,0.846441,0.929063,240.359,243.086,247.02,4.981,0.03 +lnorm,0.738163,0.908491,0.753541,239.028,239.508,241.693,1.403,0.177 +lnorm_lnorm,0.92162,0.846427,0.929077,240.359,243.086,247.02,4.981,0.03 weibull,0.81293,0.838819,0.854175,237.625,238.105,240.29,0,0.357 diff --git a/tests/testthat/_snaps/gof/gof_statistic.csv b/tests/testthat/_snaps/gof/gof_statistic.csv index 50f6a710..4e70908e 100644 --- a/tests/testthat/_snaps/gof/gof_statistic.csv +++ b/tests/testthat/_snaps/gof/gof_statistic.csv @@ -2,6 +2,6 @@ dist,ad,ks,cvm,aic,aicc,bic,delta,weight gamma,0.440212,0.116849,0.055402,237.63,238.11,240.295,0.005,0.357 lgumbel,0.828626,0.158239,0.13399,244.186,244.666,246.85,6.561,0.013 llogis,0.487064,0.0993593,0.0594849,241.015,241.495,243.679,3.39,0.066 -lnorm,0.507035,0.106514,0.0703318,239.028,239.508,241.693,1.403,0.177 -lnorm_lnorm,0.320198,0.11587,0.0413992,240.359,243.086,247.02,4.981,0.03 +lnorm,0.507031,0.106514,0.0703312,239.028,239.508,241.693,1.403,0.177 +lnorm_lnorm,0.320198,0.115872,0.0413966,240.359,243.086,247.02,4.981,0.03 weibull,0.434234,0.116894,0.0542281,237.625,238.105,240.29,0,0.357 diff --git a/tests/testthat/_snaps/hc/censored_5ll.csv b/tests/testthat/_snaps/hc/censored_5ll.csv index b6587ecc..be036a56 100644 --- a/tests/testthat/_snaps/hc/censored_5ll.csv +++ b/tests/testthat/_snaps/hc/censored_5ll.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.36601,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.05,1.36604,NA,NA,NA,1,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hc/censored_each.csv b/tests/testthat/_snaps/hc/censored_each.csv index 972c829a..77b75939 100644 --- a/tests/testthat/_snaps/hc/censored_each.csv +++ b/tests/testthat/_snaps/hc/censored_each.csv @@ -1,3 +1,3 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples lnorm,0.05,1.31771,NA,NA,NA,NA,parametric,0,NA,numeric(0) -lnorm_lnorm,0.05,1.35376,NA,NA,NA,NA,parametric,0,NA,numeric(0) +lnorm_lnorm,0.05,1.35381,NA,NA,NA,NA,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hc/fullyleft.csv b/tests/testthat/_snaps/hc/fullyleft.csv index b62de35f..ee4064d1 100644 --- a/tests/testthat/_snaps/hc/fullyleft.csv +++ b/tests/testthat/_snaps/hc/fullyleft.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,0.0276016,0,0.0457802,0.0457802,1,parametric,10,1,numeric(0) +average,0.05,0.0276014,0,0.0457722,0.0457722,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/hc/hc.csv b/tests/testthat/_snaps/hc/hc.csv index f251f4bc..95e05943 100644 --- a/tests/testthat/_snaps/hc/hc.csv +++ b/tests/testthat/_snaps/hc/hc.csv @@ -2,6 +2,6 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples gamma,0.05,1.07428,0.983875,0.709111,3.19472,0.356574,parametric,10,1,"c(`000000001_gamma` = 0.987785, `000000002_gamma` = 3.15112, `000000003_gamma` = 0.84656, `000000004_gamma` = 0.70604, `000000005_gamma` = 1.98672, `000000006_gamma` = 0.873452, `000000007_gamma` = 1.18798, `000000008_gamma` = 0.836688, `000000009_gamma` = 0.719689, `000000010_gamma` = 3.20738)" lgumbel,0.05,1.76939,0.401763,1.39032,2.63032,0.0134466,parametric,10,1,"c(`000000001_lgumbel` = 2.2833, `000000002_lgumbel` = 1.48094, `000000003_lgumbel` = 2.12922, `000000004_lgumbel` = 2.36856, `000000005_lgumbel` = 1.81154, `000000006_lgumbel` = 1.96535, `000000007_lgumbel` = 1.36401, `000000008_lgumbel` = 1.93797, `000000009_lgumbel` = 2.70632, `000000010_lgumbel` = 2.09232)" llogis,0.05,1.56226,0.834776,0.851639,3.37274,0.0656452,parametric,10,1,"c(`000000001_llogis` = 0.751505, `000000002_llogis` = 3.04268, `000000003_llogis` = 2.10953, `000000004_llogis` = 2.22634, `000000005_llogis` = 1.30249, `000000006_llogis` = 2.52802, `000000007_llogis` = 3.46857, `000000008_llogis` = 2.04533, `000000009_llogis` = 1.85618, `000000010_llogis` = 1.19654)" -lnorm,0.05,1.68118,0.823602,0.889403,3.02109,0.177236,parametric,10,1,"c(`000000001_lnorm` = 3.09184, `000000002_lnorm` = 2.42899, `000000003_lnorm` = 1.325, `000000004_lnorm` = 1.61081, `000000005_lnorm` = 2.6033, `000000006_lnorm` = 0.865976, `000000007_lnorm` = 2.77742, `000000008_lnorm` = 1.19715, `000000009_lnorm` = 2.45546, `000000010_lnorm` = 0.970096)" -lnorm_lnorm,0.05,1.54136,0.329201,0.952193,1.82182,0.0296268,parametric,10,1,"c(`000000001_lnorm_lnorm` = 1.64164, `000000002_lnorm_lnorm` = 1.67905, `000000003_lnorm_lnorm` = 1.80859, `000000004_lnorm_lnorm` = 0.921876, `000000005_lnorm_lnorm` = 1.68554, `000000006_lnorm_lnorm` = 1.28523, `000000007_lnorm_lnorm` = 1.82566, `000000008_lnorm_lnorm` = 1.05662, `000000009_lnorm_lnorm` = 1.20995, `000000010_lnorm_lnorm` = 1.67571)" +lnorm,0.05,1.68117,0.823601,0.8894,3.02109,0.177236,parametric,10,1,"c(`000000001_lnorm` = 3.09183, `000000002_lnorm` = 2.42899, `000000003_lnorm` = 1.325, `000000004_lnorm` = 1.6108, `000000005_lnorm` = 2.60329, `000000006_lnorm` = 0.865972, `000000007_lnorm` = 2.77742, `000000008_lnorm` = 1.19715, `000000009_lnorm` = 2.45546, `000000010_lnorm` = 0.970093)" +lnorm_lnorm,0.05,1.54147,0.329192,0.952275,1.82197,0.0296268,parametric,10,1,"c(`000000001_lnorm_lnorm` = 1.64167, `000000002_lnorm_lnorm` = 1.6791, `000000003_lnorm_lnorm` = 1.80861, `000000004_lnorm_lnorm` = 0.921958, `000000005_lnorm_lnorm` = 1.68551, `000000006_lnorm_lnorm` = 1.28531, `000000007_lnorm_lnorm` = 1.82585, `000000008_lnorm_lnorm` = 1.0567, `000000009_lnorm_lnorm` = 1.21003, `000000010_lnorm_lnorm` = 1.67576)" weibull,0.05,1.08673,0.895134,0.819219,3.40858,0.357472,parametric,10,1,"c(`000000001_weibull` = 1.67077, `000000002_weibull` = 0.93999, `000000003_weibull` = 1.45323, `000000004_weibull` = 3.60435, `000000005_weibull` = 1.0464, `000000006_weibull` = 1.48364, `000000007_weibull` = 2.08463, `000000008_weibull` = 1.05416, `000000009_weibull` = 2.73428, `000000010_weibull` = 0.784157)" diff --git a/tests/testthat/_snaps/hc/hc138.csv b/tests/testthat/_snaps/hc/hc138.csv index b6b4c0f6..1b1ef203 100644 --- a/tests/testthat/_snaps/hc/hc138.csv +++ b/tests/testthat/_snaps/hc/hc138.csv @@ -1,3 +1,3 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.01,0.721367,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.99,232.734,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.01,0.721365,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.99,232.736,NA,NA,NA,1,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hc/hc153.csv b/tests/testthat/_snaps/hc/hc153.csv index db41679f..7ae17fb9 100644 --- a/tests/testthat/_snaps/hc/hc153.csv +++ b/tests/testthat/_snaps/hc/hc153.csv @@ -1,43 +1,43 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.01,0.721367,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.02,1.01191,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.03,1.25429,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.04,1.47418,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.05,1.68118,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.06,1.88012,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.01,0.721365,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.02,1.0119,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.03,1.25428,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.04,1.47417,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.05,1.68117,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.06,1.88011,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.07,2.07382,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.08,2.26414,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.09,2.45235,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.08,2.26413,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.09,2.45234,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.1,2.63939,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.11,2.826,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.12,3.01275,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.12,3.01274,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.13,3.20011,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.14,3.3885,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.15,3.57825,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.16,3.76967,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.14,3.38849,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.15,3.57824,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.16,3.76966,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.17,3.96304,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.18,4.15862,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.19,4.35665,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.19,4.35664,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.2,4.55734,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.21,4.76092,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.22,4.9676,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.23,5.17758,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.24,5.39107,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.25,5.60826,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.26,5.82936,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.24,5.39106,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.25,5.60825,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.26,5.82935,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.27,6.05457,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.28,6.28411,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.29,6.51819,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.3,6.75702,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.3,6.75701,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.31,7.00082,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.32,7.24984,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.32,7.24983,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.33,7.5043,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.34,7.76445,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.35,8.03056,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.36,8.3029,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.37,8.58174,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.38,8.86738,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.39,9.16012,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.39,9.16013,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.4,9.46031,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.41,9.76827,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.42,10.0844,NA,NA,NA,1,parametric,0,NA,numeric(0) @@ -51,10 +51,10 @@ average,0.49,12.5601,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.5,12.9571,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.51,13.3667,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.52,13.7896,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.53,14.2263,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.53,14.2264,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.54,14.6778,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.55,15.1448,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.56,15.6282,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.56,15.6283,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.57,16.129,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.58,16.6482,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.59,17.187,NA,NA,NA,1,parametric,0,NA,numeric(0) @@ -66,35 +66,35 @@ average,0.64,20.2203,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.65,20.906,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.66,21.6225,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.67,22.3721,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.68,23.1573,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.69,23.981,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.68,23.1574,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.69,23.9811,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.7,24.8463,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.71,25.7567,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.72,26.7161,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.73,27.7289,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.74,28.8002,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.73,27.729,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.74,28.8003,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.75,29.9357,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.76,31.1417,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.77,32.4257,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.76,31.1418,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.77,32.4258,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.78,33.7964,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.79,35.2635,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.8,36.8388,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.81,38.5358,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.82,40.3708,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.83,42.3631,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.84,44.5363,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.85,46.9188,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.86,49.5461,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.87,52.4628,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.88,55.7255,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.89,59.4079,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.9,63.6082,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.91,68.4597,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.92,74.1505,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.93,80.9553,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.94,89.2961,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.95,99.8626,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.96,113.885,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.79,35.2636,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.8,36.8389,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.81,38.5359,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.82,40.3709,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.83,42.3633,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.84,44.5364,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.85,46.9189,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.86,49.5463,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.87,52.4629,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.88,55.7256,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.89,59.4081,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.9,63.6084,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.91,68.4599,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.92,74.1507,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.93,80.9556,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.94,89.2964,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.95,99.863,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.96,113.886,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.97,133.851,NA,NA,NA,1,parametric,0,NA,numeric(0) average,0.98,165.912,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,0.99,232.734,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,0.99,232.736,NA,NA,NA,1,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hc/hc161.csv b/tests/testthat/_snaps/hc/hc161.csv index 81d92262..d64f5ef6 100644 --- a/tests/testthat/_snaps/hc/hc161.csv +++ b/tests/testthat/_snaps/hc/hc161.csv @@ -1,43 +1,43 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -lnorm,0.01,0.721367,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.02,1.01191,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.03,1.25429,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.04,1.47418,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.05,1.68118,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.06,1.88012,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.01,0.721365,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.02,1.0119,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.03,1.25428,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.04,1.47417,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.05,1.68117,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.06,1.88011,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.07,2.07382,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.08,2.26414,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.09,2.45235,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.08,2.26413,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.09,2.45234,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.1,2.63939,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.11,2.826,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.12,3.01275,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.12,3.01274,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.13,3.20011,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.14,3.3885,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.15,3.57825,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.16,3.76967,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.14,3.38849,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.15,3.57824,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.16,3.76966,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.17,3.96304,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.18,4.15862,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.19,4.35665,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.19,4.35664,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.2,4.55734,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.21,4.76092,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.22,4.9676,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.23,5.17758,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.24,5.39107,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.25,5.60826,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.26,5.82936,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.24,5.39106,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.25,5.60825,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.26,5.82935,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.27,6.05457,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.28,6.28411,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.29,6.51819,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.3,6.75702,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.3,6.75701,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.31,7.00082,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.32,7.24984,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.32,7.24983,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.33,7.5043,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.34,7.76445,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.35,8.03056,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.36,8.3029,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.37,8.58174,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.38,8.86738,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.39,9.16012,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.39,9.16013,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.4,9.46031,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.41,9.76827,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.42,10.0844,NA,NA,NA,1,parametric,0,NA,numeric(0) @@ -51,10 +51,10 @@ lnorm,0.49,12.5601,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.5,12.9571,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.51,13.3667,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.52,13.7896,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.53,14.2263,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.53,14.2264,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.54,14.6778,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.55,15.1448,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.56,15.6282,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.56,15.6283,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.57,16.129,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.58,16.6482,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.59,17.187,NA,NA,NA,1,parametric,0,NA,numeric(0) @@ -66,35 +66,35 @@ lnorm,0.64,20.2203,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.65,20.906,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.66,21.6225,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.67,22.3721,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.68,23.1573,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.69,23.981,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.68,23.1574,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.69,23.9811,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.7,24.8463,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.71,25.7567,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.72,26.7161,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.73,27.7289,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.74,28.8002,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.73,27.729,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.74,28.8003,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.75,29.9357,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.76,31.1417,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.77,32.4257,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.76,31.1418,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.77,32.4258,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.78,33.7964,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.79,35.2635,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.8,36.8388,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.81,38.5358,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.82,40.3708,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.83,42.3631,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.84,44.5363,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.85,46.9188,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.86,49.5461,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.87,52.4628,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.88,55.7255,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.89,59.4079,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.9,63.6082,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.91,68.4597,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.92,74.1505,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.93,80.9553,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.94,89.2961,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.95,99.8626,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.96,113.885,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.79,35.2636,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.8,36.8389,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.81,38.5359,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.82,40.3709,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.83,42.3633,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.84,44.5364,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.85,46.9189,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.86,49.5463,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.87,52.4629,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.88,55.7256,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.89,59.4081,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.9,63.6084,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.91,68.4599,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.92,74.1507,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.93,80.9556,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.94,89.2964,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.95,99.863,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.96,113.886,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.97,133.851,NA,NA,NA,1,parametric,0,NA,numeric(0) lnorm,0.98,165.912,NA,NA,NA,1,parametric,0,NA,numeric(0) -lnorm,0.99,232.734,NA,NA,NA,1,parametric,0,NA,numeric(0) +lnorm,0.99,232.736,NA,NA,NA,1,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hc/hc168.csv b/tests/testthat/_snaps/hc/hc168.csv index b194d01d..22e7ee7a 100644 --- a/tests/testthat/_snaps/hc/hc168.csv +++ b/tests/testthat/_snaps/hc/hc168.csv @@ -2,6 +2,6 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples gamma,0.05,1.07428,NA,NA,NA,0.356574,parametric,0,NA,numeric(0) lgumbel,0.05,1.76939,NA,NA,NA,0.0134466,parametric,0,NA,numeric(0) llogis,0.05,1.56226,NA,NA,NA,0.0656452,parametric,0,NA,numeric(0) -lnorm,0.05,1.68118,NA,NA,NA,0.177236,parametric,0,NA,numeric(0) -lnorm_lnorm,0.05,1.54136,NA,NA,NA,0.0296268,parametric,0,NA,numeric(0) +lnorm,0.05,1.68117,NA,NA,NA,0.177236,parametric,0,NA,numeric(0) +lnorm_lnorm,0.05,1.54147,NA,NA,NA,0.0296268,parametric,0,NA,numeric(0) weibull,0.05,1.08673,NA,NA,NA,0.357472,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hc/hc_1.csv b/tests/testthat/_snaps/hc/hc_1.csv index 270838de..59b506d4 100644 --- a/tests/testthat/_snaps/hc/hc_1.csv +++ b/tests/testthat/_snaps/hc/hc_1.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,NA,0.934608,0.934608,1,parametric,1,1,numeric(0) +average,0.05,1.68117,NA,0.934604,0.934604,1,parametric,1,1,numeric(0) diff --git a/tests/testthat/_snaps/hc/hc_30.csv b/tests/testthat/_snaps/hc/hc_30.csv index 9f1568a5..98efb16b 100644 --- a/tests/testthat/_snaps/hc/hc_30.csv +++ b/tests/testthat/_snaps/hc/hc_30.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,0.929401,0.0163841,0.886887,0.942346,1,parametric,100,0.98,numeric(0) +average,0.05,0.929401,0.0162377,0.886451,0.942623,1,parametric,100,0.95,numeric(0) diff --git a/tests/testthat/_snaps/hc/hc_boot1_replace.csv b/tests/testthat/_snaps/hc/hc_boot1_replace.csv index dd79ef07..bd9b7b94 100644 --- a/tests/testthat/_snaps/hc/hc_boot1_replace.csv +++ b/tests/testthat/_snaps/hc/hc_boot1_replace.csv @@ -1,29 +1,29 @@ left,right,weight -2.34307,2.34307,1 +2.34306,2.34306,1 2.13735,2.13735,1 -124.662,124.662,1 +124.663,124.663,1 6.00984,6.00984,1 -97.8742,97.8742,1 +97.8746,97.8746,1 16.86,16.86,1 -52.2291,52.2291,1 +52.2292,52.2292,1 11.4974,11.4974,1 -230.374,230.374,1 +230.375,230.375,1 116.405,116.405,1 -9.78364,9.78364,1 -34.1634,34.1634,1 -5.48195,5.48195,1 +9.78365,9.78365,1 +34.1635,34.1635,1 +5.48194,5.48194,1 4.40733,4.40733,1 7.7632,7.7632,1 -59.9069,59.9069,1 +59.907,59.907,1 12.5181,12.5181,1 -0.935633,0.935633,1 +0.93563,0.93563,1 2.81123,2.81123,1 3.1142,3.1142,1 -3.26322,3.26322,1 +3.26321,3.26321,1 11.7523,11.7523,1 11.7099,11.7099,1 11.1291,11.1291,1 1.68392,1.68392,1 5.63102,5.63102,1 -5.29736,5.29736,1 +5.29735,5.29735,1 19.0451,19.0451,1 diff --git a/tests/testthat/_snaps/hc/hc_boot2_replace.csv b/tests/testthat/_snaps/hc/hc_boot2_replace.csv index 63ea6153..947431ed 100644 --- a/tests/testthat/_snaps/hc/hc_boot2_replace.csv +++ b/tests/testthat/_snaps/hc/hc_boot2_replace.csv @@ -1,16 +1,16 @@ left,right,weight -165.633,165.633,1 +165.634,165.634,1 4.11988,4.11988,1 -26.1447,26.1447,1 -46.2707,46.2707,1 -102.134,102.134,1 +26.1448,26.1448,1 +46.2708,46.2708,1 +102.135,102.135,1 7.4394,7.4394,1 -62.4256,62.4256,1 -111.706,111.706,1 -128.761,128.761,1 +62.4258,62.4258,1 +111.707,111.707,1 +128.762,128.762,1 20.9533,20.9533,1 -89.8766,89.8766,1 -2.34746,2.34746,1 +89.877,89.877,1 +2.34745,2.34745,1 6.74223,6.74223,1 4.02861,4.02861,1 14.5796,14.5796,1 @@ -18,12 +18,12 @@ left,right,weight 4.14316,4.14316,1 18.381,18.381,1 9.84879,9.84879,1 -4.03421,4.03421,1 +4.0342,4.0342,1 13.4852,13.4852,1 13.1513,13.1513,1 -286.839,286.839,1 -23.0442,23.0442,1 -29.1693,29.1693,1 +286.84,286.84,1 +23.0443,23.0443,1 +29.1694,29.1694,1 20.3573,20.3573,1 112.829,112.829,1 7.32915,7.32915,1 diff --git a/tests/testthat/_snaps/hc/hc_cis.csv b/tests/testthat/_snaps/hc/hc_cis.csv index 289bc8bf..6c882f88 100644 --- a/tests/testthat/_snaps/hc/hc_cis.csv +++ b/tests/testthat/_snaps/hc/hc_cis.csv @@ -1,57 +1,57 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,0.682856,0.916053,3.47924,1,parametric,1000,1,"c(`000000001_lnorm` = 1.29091, `000000002_lnorm` = 2.32183, `000000003_lnorm` = 1.62344, `000000004_lnorm` = 1.434, `000000005_lnorm` = 1.81625, `000000006_lnorm` = 2.64477, `000000007_lnorm` = 1.97971, `000000008_lnorm` = 1.40648, `000000009_lnorm` = 1.75897, `000000010_lnorm` = 2.5282, `000000011_lnorm` = 1.75287, `000000012_lnorm` = 2.64468, `000000013_lnorm` = 1.89607, `000000014_lnorm` = 1.42891, `000000015_lnorm` = 2.04596, `000000016_lnorm` = 1.076, `000000017_lnorm` = 1.82926, `000000018_lnorm` = 1.77755, -`000000019_lnorm` = 1.81362, `000000020_lnorm` = 1.56523, `000000021_lnorm` = 1.31329, `000000022_lnorm` = 2.34268, `000000023_lnorm` = 1.95807, `000000024_lnorm` = 0.979767, `000000025_lnorm` = 1.90104, `000000026_lnorm` = 1.31927, `000000027_lnorm` = 1.22682, `000000028_lnorm` = 1.36298, `000000029_lnorm` = 2.03217, `000000030_lnorm` = 1.48939, `000000031_lnorm` = 2.32384, `000000032_lnorm` = 2.7647, `000000033_lnorm` = 2.12493, `000000034_lnorm` = 1.16584, `000000035_lnorm` = 2.24326, `000000036_lnorm` = 1.85553, -`000000037_lnorm` = 2.58017, `000000038_lnorm` = 2.13528, `000000039_lnorm` = 1.12606, `000000040_lnorm` = 1.92819, `000000041_lnorm` = 2.02068, `000000042_lnorm` = 1.98608, `000000043_lnorm` = 2.96208, `000000044_lnorm` = 1.00953, `000000045_lnorm` = 0.524818, `000000046_lnorm` = 2.7306, `000000047_lnorm` = 1.49195, `000000048_lnorm` = 1.52999, `000000049_lnorm` = 1.91416, `000000050_lnorm` = 0.919346, `000000051_lnorm` = 0.984986, `000000052_lnorm` = 1.639, `000000053_lnorm` = 1.26688, `000000054_lnorm` = 1.31936, -`000000055_lnorm` = 1.15461, `000000056_lnorm` = 1.35223, `000000057_lnorm` = 2.41231, `000000058_lnorm` = 0.73241, `000000059_lnorm` = 1.9412, `000000060_lnorm` = 1.82985, `000000061_lnorm` = 1.80799, `000000062_lnorm` = 1.09987, `000000063_lnorm` = 1.46473, `000000064_lnorm` = 1.07241, `000000065_lnorm` = 1.27812, `000000066_lnorm` = 1.83396, `000000067_lnorm` = 1.30446, `000000068_lnorm` = 1.2981, `000000069_lnorm` = 1.20418, `000000070_lnorm` = 2.83824, `000000071_lnorm` = 1.18793, `000000072_lnorm` = 2.01092, -`000000073_lnorm` = 1.79121, `000000074_lnorm` = 1.15301, `000000075_lnorm` = 1.9106, `000000076_lnorm` = 1.5713, `000000077_lnorm` = 2.16168, `000000078_lnorm` = 1.99461, `000000079_lnorm` = 2.74488, `000000080_lnorm` = 2.45767, `000000081_lnorm` = 1.38901, `000000082_lnorm` = 1.77219, `000000083_lnorm` = 2.34756, `000000084_lnorm` = 1.99894, `000000085_lnorm` = 1.53282, `000000086_lnorm` = 2.63433, `000000087_lnorm` = 1.70809, `000000088_lnorm` = 1.86774, `000000089_lnorm` = 1.98205, `000000090_lnorm` = 2.62623, -`000000091_lnorm` = 2.31919, `000000092_lnorm` = 1.75355, `000000093_lnorm` = 1.597, `000000094_lnorm` = 1.73772, `000000095_lnorm` = 2.1588, `000000096_lnorm` = 2.76179, `000000097_lnorm` = 1.34877, `000000098_lnorm` = 1.48579, `000000099_lnorm` = 2.35546, `000000100_lnorm` = 1.28162, `000000101_lnorm` = 1.4029, `000000102_lnorm` = 3.68422, `000000103_lnorm` = 2.36213, `000000104_lnorm` = 2.0522, `000000105_lnorm` = 1.14376, `000000106_lnorm` = 1.78657, `000000107_lnorm` = 1.74016, `000000108_lnorm` = 1.32566, -`000000109_lnorm` = 3.36175, `000000110_lnorm` = 1.49744, `000000111_lnorm` = 1.46768, `000000112_lnorm` = 1.47672, `000000113_lnorm` = 1.68099, `000000114_lnorm` = 2.33906, `000000115_lnorm` = 1.43903, `000000116_lnorm` = 0.709157, `000000117_lnorm` = 0.770381, `000000118_lnorm` = 2.2042, `000000119_lnorm` = 3.44236, `000000120_lnorm` = 1.3995, `000000121_lnorm` = 1.18716, `000000122_lnorm` = 1.64169, `000000123_lnorm` = 2.15109, `000000124_lnorm` = 2.45262, `000000125_lnorm` = 2.14768, `000000126_lnorm` = 2.24818, -`000000127_lnorm` = 2.55815, `000000128_lnorm` = 2.03522, `000000129_lnorm` = 2.90727, `000000130_lnorm` = 1.41121, `000000131_lnorm` = 2.47096, `000000132_lnorm` = 1.22085, `000000133_lnorm` = 2.69527, `000000134_lnorm` = 1.97345, `000000135_lnorm` = 1.71555, `000000136_lnorm` = 1.72117, `000000137_lnorm` = 4.51798, `000000138_lnorm` = 2.22872, `000000139_lnorm` = 3.4864, `000000140_lnorm` = 1.5389, `000000141_lnorm` = 2.00422, `000000142_lnorm` = 2.33338, `000000143_lnorm` = 1.37928, `000000144_lnorm` = 2.16222, -`000000145_lnorm` = 2.53269, `000000146_lnorm` = 1.38425, `000000147_lnorm` = 2.00788, `000000148_lnorm` = 1.31033, `000000149_lnorm` = 2.37918, `000000150_lnorm` = 0.949037, `000000151_lnorm` = 2.28726, `000000152_lnorm` = 1.29019, `000000153_lnorm` = 2.63461, `000000154_lnorm` = 1.64242, `000000155_lnorm` = 1.66381, `000000156_lnorm` = 1.61202, `000000157_lnorm` = 1.97333, `000000158_lnorm` = 1.3912, `000000159_lnorm` = 1.97515, `000000160_lnorm` = 2.93093, `000000161_lnorm` = 1.92314, `000000162_lnorm` = 1.31012, -`000000163_lnorm` = 1.7771, `000000164_lnorm` = 2.25231, `000000165_lnorm` = 1.61186, `000000166_lnorm` = 2.71489, `000000167_lnorm` = 1.53473, `000000168_lnorm` = 1.21652, `000000169_lnorm` = 2.29439, `000000170_lnorm` = 2.67322, `000000171_lnorm` = 1.12951, `000000172_lnorm` = 1.84354, `000000173_lnorm` = 4.08302, `000000174_lnorm` = 1.49518, `000000175_lnorm` = 1.34551, `000000176_lnorm` = 1.70373, `000000177_lnorm` = 1.6595, `000000178_lnorm` = 1.57501, `000000179_lnorm` = 2.15907, `000000180_lnorm` = 1.7929, -`000000181_lnorm` = 1.96764, `000000182_lnorm` = 1.57101, `000000183_lnorm` = 2.83637, `000000184_lnorm` = 2.97611, `000000185_lnorm` = 1.18481, `000000186_lnorm` = 2.06272, `000000187_lnorm` = 1.76132, `000000188_lnorm` = 2.49663, `000000189_lnorm` = 0.683876, `000000190_lnorm` = 2.78282, `000000191_lnorm` = 0.923409, `000000192_lnorm` = 2.02137, `000000193_lnorm` = 2.34055, `000000194_lnorm` = 2.4864, `000000195_lnorm` = 1.82451, `000000196_lnorm` = 1.92976, `000000197_lnorm` = 2.12464, `000000198_lnorm` = 2.41837, -`000000199_lnorm` = 2.27514, `000000200_lnorm` = 1.68234, `000000201_lnorm` = 0.951753, `000000202_lnorm` = 1.79286, `000000203_lnorm` = 1.02251, `000000204_lnorm` = 3.65624, `000000205_lnorm` = 1.58279, `000000206_lnorm` = 2.56041, `000000207_lnorm` = 1.63661, `000000208_lnorm` = 2.37806, `000000209_lnorm` = 1.81254, `000000210_lnorm` = 1.19602, `000000211_lnorm` = 2.11509, `000000212_lnorm` = 1.50091, `000000213_lnorm` = 1.9014, `000000214_lnorm` = 1.18229, `000000215_lnorm` = 3.0938, `000000216_lnorm` = 1.52569, -`000000217_lnorm` = 1.55911, `000000218_lnorm` = 1.111, `000000219_lnorm` = 1.61811, `000000220_lnorm` = 1.40567, `000000221_lnorm` = 1.92319, `000000222_lnorm` = 2.01052, `000000223_lnorm` = 1.41332, `000000224_lnorm` = 2.93398, `000000225_lnorm` = 1.4652, `000000226_lnorm` = 1.30127, `000000227_lnorm` = 2.30989, `000000228_lnorm` = 1.19668, `000000229_lnorm` = 1.13459, `000000230_lnorm` = 2.25383, `000000231_lnorm` = 1.72355, `000000232_lnorm` = 2.94256, `000000233_lnorm` = 2.01322, `000000234_lnorm` = 2.41205, -`000000235_lnorm` = 2.23295, `000000236_lnorm` = 2.58726, `000000237_lnorm` = 1.81906, `000000238_lnorm` = 1.30275, `000000239_lnorm` = 2.2913, `000000240_lnorm` = 1.07857, `000000241_lnorm` = 1.00845, `000000242_lnorm` = 2.17341, `000000243_lnorm` = 2.80348, `000000244_lnorm` = 1.09174, `000000245_lnorm` = 1.57454, `000000246_lnorm` = 1.53234, `000000247_lnorm` = 1.13468, `000000248_lnorm` = 1.57223, `000000249_lnorm` = 1.3564, `000000250_lnorm` = 1.57846, `000000251_lnorm` = 3.40361, `000000252_lnorm` = 2.1552, -`000000253_lnorm` = 0.957097, `000000254_lnorm` = 1.71972, `000000255_lnorm` = 1.246, `000000256_lnorm` = 1.64064, `000000257_lnorm` = 1.85754, `000000258_lnorm` = 2.32517, `000000259_lnorm` = 1.53654, `000000260_lnorm` = 4.93482, `000000261_lnorm` = 2.92566, `000000262_lnorm` = 1.80187, `000000263_lnorm` = 1.30003, `000000264_lnorm` = 3.32539, `000000265_lnorm` = 1.00911, `000000266_lnorm` = 1.3714, `000000267_lnorm` = 1.49066, `000000268_lnorm` = 1.16181, `000000269_lnorm` = 2.17011, `000000270_lnorm` = 1.93628, -`000000271_lnorm` = 1.93382, `000000272_lnorm` = 1.56229, `000000273_lnorm` = 1.934, `000000274_lnorm` = 1.48945, `000000275_lnorm` = 1.5608, `000000276_lnorm` = 2.76426, `000000277_lnorm` = 1.41112, `000000278_lnorm` = 3.0299, `000000279_lnorm` = 1.20218, `000000280_lnorm` = 1.17921, `000000281_lnorm` = 3.31634, `000000282_lnorm` = 2.2934, `000000283_lnorm` = 1.75066, `000000284_lnorm` = 2.23803, `000000285_lnorm` = 1.73284, `000000286_lnorm` = 2.27553, `000000287_lnorm` = 1.06919, `000000288_lnorm` = 2.22348, -`000000289_lnorm` = 1.43162, `000000290_lnorm` = 2.38861, `000000291_lnorm` = 1.9776, `000000292_lnorm` = 1.75615, `000000293_lnorm` = 1.51279, `000000294_lnorm` = 4.17684, `000000295_lnorm` = 1.10022, `000000296_lnorm` = 3.42715, `000000297_lnorm` = 1.28569, `000000298_lnorm` = 1.91589, `000000299_lnorm` = 1.14508, `000000300_lnorm` = 1.36318, `000000301_lnorm` = 1.23333, `000000302_lnorm` = 1.07115, `000000303_lnorm` = 1.85, `000000304_lnorm` = 2.22285, `000000305_lnorm` = 1.22099, `000000306_lnorm` = 0.769899, -`000000307_lnorm` = 2.26783, `000000308_lnorm` = 2.76718, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.7925, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.49481, `000000315_lnorm` = 2.28878, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49334, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97667, `000000320_lnorm` = 2.11936, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93249, -`000000325_lnorm` = 1.48784, `000000326_lnorm` = 2.98808, `000000327_lnorm` = 2.30993, `000000328_lnorm` = 2.99877, `000000329_lnorm` = 1.741, `000000330_lnorm` = 1.88757, `000000331_lnorm` = 2.04144, `000000332_lnorm` = 1.25144, `000000333_lnorm` = 1.57907, `000000334_lnorm` = 1.00788, `000000335_lnorm` = 1.2126, `000000336_lnorm` = 1.9552, `000000337_lnorm` = 2.82747, `000000338_lnorm` = 1.90187, `000000339_lnorm` = 1.42327, `000000340_lnorm` = 1.43656, `000000341_lnorm` = 1.09695, `000000342_lnorm` = 1.33248, -`000000343_lnorm` = 1.19027, `000000344_lnorm` = 1.97184, `000000345_lnorm` = 1.77387, `000000346_lnorm` = 1.07525, `000000347_lnorm` = 2.13797, `000000348_lnorm` = 2.16009, `000000349_lnorm` = 2.2232, `000000350_lnorm` = 2.71378, `000000351_lnorm` = 1.83288, `000000352_lnorm` = 2.48059, `000000353_lnorm` = 1.04259, `000000354_lnorm` = 1.55659, `000000355_lnorm` = 2.4289, `000000356_lnorm` = 3.13694, `000000357_lnorm` = 1.00274, `000000358_lnorm` = 1.32141, `000000359_lnorm` = 1.9265, `000000360_lnorm` = 1.34318, -`000000361_lnorm` = 1.42568, `000000362_lnorm` = 1.01439, `000000363_lnorm` = 1.49849, `000000364_lnorm` = 2.22677, `000000365_lnorm` = 1.62129, `000000366_lnorm` = 2.04696, `000000367_lnorm` = 1.18602, `000000368_lnorm` = 1.20377, `000000369_lnorm` = 1.2206, `000000370_lnorm` = 1.90947, `000000371_lnorm` = 1.13543, `000000372_lnorm` = 1.6593, `000000373_lnorm` = 1.46798, `000000374_lnorm` = 1.57448, `000000375_lnorm` = 1.85693, `000000376_lnorm` = 1.4851, `000000377_lnorm` = 1.42378, `000000378_lnorm` = 1.59598, -`000000379_lnorm` = 1.93397, `000000380_lnorm` = 1.23379, `000000381_lnorm` = 1.44014, `000000382_lnorm` = 1.8396, `000000383_lnorm` = 2.01984, `000000384_lnorm` = 1.50021, `000000385_lnorm` = 2.15707, `000000386_lnorm` = 2.04668, `000000387_lnorm` = 1.55484, `000000388_lnorm` = 2.37655, `000000389_lnorm` = 3.94268, `000000390_lnorm` = 2.21834, `000000391_lnorm` = 1.81094, `000000392_lnorm` = 4.19888, `000000393_lnorm` = 0.918216, `000000394_lnorm` = 1.45406, `000000395_lnorm` = 1.53526, `000000396_lnorm` = 2.26637, -`000000397_lnorm` = 2.57149, `000000398_lnorm` = 2.40348, `000000399_lnorm` = 1.73039, `000000400_lnorm` = 2.93577, `000000401_lnorm` = 2.69577, `000000402_lnorm` = 1.79781, `000000403_lnorm` = 1.82191, `000000404_lnorm` = 0.916136, `000000405_lnorm` = 0.89459, `000000406_lnorm` = 3.75364, `000000407_lnorm` = 1.03696, `000000408_lnorm` = 2.90403, `000000409_lnorm` = 1.641, `000000410_lnorm` = 0.919572, `000000411_lnorm` = 2.21855, `000000412_lnorm` = 1.69849, `000000413_lnorm` = 1.7316, `000000414_lnorm` = 1.10058, -`000000415_lnorm` = 1.11313, `000000416_lnorm` = 1.27181, `000000417_lnorm` = 1.30444, `000000418_lnorm` = 2.21173, `000000419_lnorm` = 2.60013, `000000420_lnorm` = 2.44744, `000000421_lnorm` = 1.0187, `000000422_lnorm` = 2.21125, `000000423_lnorm` = 2.16268, `000000424_lnorm` = 1.94559, `000000425_lnorm` = 2.48946, `000000426_lnorm` = 1.13375, `000000427_lnorm` = 1.87002, `000000428_lnorm` = 2.00034, `000000429_lnorm` = 0.87398, `000000430_lnorm` = 0.832158, `000000431_lnorm` = 3.1563, `000000432_lnorm` = 1.42628, -`000000433_lnorm` = 1.64134, `000000434_lnorm` = 1.30208, `000000435_lnorm` = 1.56605, `000000436_lnorm` = 2.81943, `000000437_lnorm` = 2.10071, `000000438_lnorm` = 2.0308, `000000439_lnorm` = 1.14681, `000000440_lnorm` = 1.60425, `000000441_lnorm` = 1.94173, `000000442_lnorm` = 2.32118, `000000443_lnorm` = 1.32111, `000000444_lnorm` = 1.42303, `000000445_lnorm` = 2.13881, `000000446_lnorm` = 1.42681, `000000447_lnorm` = 2.18789, `000000448_lnorm` = 2.17623, `000000449_lnorm` = 3.41329, `000000450_lnorm` = 3.35897, -`000000451_lnorm` = 2.7788, `000000452_lnorm` = 1.8923, `000000453_lnorm` = 1.41734, `000000454_lnorm` = 1.33789, `000000455_lnorm` = 2.09971, `000000456_lnorm` = 1.26299, `000000457_lnorm` = 1.35084, `000000458_lnorm` = 1.44984, `000000459_lnorm` = 2.7659, `000000460_lnorm` = 1.53337, `000000461_lnorm` = 1.59674, `000000462_lnorm` = 2.08784, `000000463_lnorm` = 1.5607, `000000464_lnorm` = 1.12092, `000000465_lnorm` = 2.0189, `000000466_lnorm` = 2.21921, `000000467_lnorm` = 1.34222, `000000468_lnorm` = 2.11337, -`000000469_lnorm` = 2.22503, `000000470_lnorm` = 1.77326, `000000471_lnorm` = 1.74596, `000000472_lnorm` = 2.90492, `000000473_lnorm` = 0.953172, `000000474_lnorm` = 2.73463, `000000475_lnorm` = 2.16017, `000000476_lnorm` = 1.35835, `000000477_lnorm` = 1.27944, `000000478_lnorm` = 2.12859, `000000479_lnorm` = 1.28948, `000000480_lnorm` = 1.08294, `000000481_lnorm` = 1.88055, `000000482_lnorm` = 1.52331, `000000483_lnorm` = 2.0892, `000000484_lnorm` = 1.59584, `000000485_lnorm` = 1.52771, `000000486_lnorm` = 1.34335, -`000000487_lnorm` = 2.77589, `000000488_lnorm` = 1.26331, `000000489_lnorm` = 0.736365, `000000490_lnorm` = 2.87051, `000000491_lnorm` = 1.69302, `000000492_lnorm` = 1.11637, `000000493_lnorm` = 4.20856, `000000494_lnorm` = 1.93802, `000000495_lnorm` = 1.78429, `000000496_lnorm` = 2.07514, `000000497_lnorm` = 2.92751, `000000498_lnorm` = 1.59997, `000000499_lnorm` = 4.43424, `000000500_lnorm` = 3.13961, `000000501_lnorm` = 4.19755, `000000502_lnorm` = 1.43101, `000000503_lnorm` = 1.24887, `000000504_lnorm` = 1.33373, -`000000505_lnorm` = 3.32688, `000000506_lnorm` = 1.43878, `000000507_lnorm` = 2.73052, `000000508_lnorm` = 1.77473, `000000509_lnorm` = 3.87704, `000000510_lnorm` = 1.47882, `000000511_lnorm` = 1.6254, `000000512_lnorm` = 2.10462, `000000513_lnorm` = 1.69433, `000000514_lnorm` = 2.70887, `000000515_lnorm` = 2.54778, `000000516_lnorm` = 1.18789, `000000517_lnorm` = 0.947068, `000000518_lnorm` = 1.88539, `000000519_lnorm` = 1.71256, `000000520_lnorm` = 1.14462, `000000521_lnorm` = 1.27009, `000000522_lnorm` = 2.97767, -`000000523_lnorm` = 1.77179, `000000524_lnorm` = 2.46649, `000000525_lnorm` = 1.14346, `000000526_lnorm` = 1.89515, `000000527_lnorm` = 1.99545, `000000528_lnorm` = 1.14086, `000000529_lnorm` = 1.29784, `000000530_lnorm` = 1.25108, `000000531_lnorm` = 1.15474, `000000532_lnorm` = 1.24787, `000000533_lnorm` = 2.71134, `000000534_lnorm` = 1.79474, `000000535_lnorm` = 2.32163, `000000536_lnorm` = 3.37851, `000000537_lnorm` = 4.36059, `000000538_lnorm` = 2.60727, `000000539_lnorm` = 2.75092, `000000540_lnorm` = 1.5868, -`000000541_lnorm` = 1.1833, `000000542_lnorm` = 1.89417, `000000543_lnorm` = 2.7693, `000000544_lnorm` = 2.34744, `000000545_lnorm` = 2.27461, `000000546_lnorm` = 3.32722, `000000547_lnorm` = 1.95779, `000000548_lnorm` = 1.86549, `000000549_lnorm` = 0.480992, `000000550_lnorm` = 1.47264, `000000551_lnorm` = 1.47393, `000000552_lnorm` = 1.54195, `000000553_lnorm` = 2.2222, `000000554_lnorm` = 0.919692, `000000555_lnorm` = 1.39215, `000000556_lnorm` = 1.32837, `000000557_lnorm` = 2.04919, `000000558_lnorm` = 1.79052, -`000000559_lnorm` = 2.30908, `000000560_lnorm` = 0.631207, `000000561_lnorm` = 3.11303, `000000562_lnorm` = 2.4509, `000000563_lnorm` = 2.13419, `000000564_lnorm` = 2.3248, `000000565_lnorm` = 1.99135, `000000566_lnorm` = 1.94901, `000000567_lnorm` = 2.556, `000000568_lnorm` = 1.05624, `000000569_lnorm` = 1.34003, `000000570_lnorm` = 1.35751, `000000571_lnorm` = 2.1116, `000000572_lnorm` = 1.63934, `000000573_lnorm` = 1.52702, `000000574_lnorm` = 1.45556, `000000575_lnorm` = 2.01982, `000000576_lnorm` = 2.75215, -`000000577_lnorm` = 0.977083, `000000578_lnorm` = 1.3253, `000000579_lnorm` = 2.14799, `000000580_lnorm` = 2.0086, `000000581_lnorm` = 1.60627, `000000582_lnorm` = 2.3921, `000000583_lnorm` = 2.40398, `000000584_lnorm` = 2.9732, `000000585_lnorm` = 2.70107, `000000586_lnorm` = 1.17736, `000000587_lnorm` = 1.5737, `000000588_lnorm` = 1.62547, `000000589_lnorm` = 1.91191, `000000590_lnorm` = 2.4527, `000000591_lnorm` = 1.52415, `000000592_lnorm` = 1.99609, `000000593_lnorm` = 1.6286, `000000594_lnorm` = 1.97753, -`000000595_lnorm` = 1.37223, `000000596_lnorm` = 1.07542, `000000597_lnorm` = 0.854062, `000000598_lnorm` = 1.53575, `000000599_lnorm` = 1.44919, `000000600_lnorm` = 2.04786, `000000601_lnorm` = 2.24642, `000000602_lnorm` = 2.61384, `000000603_lnorm` = 1.65475, `000000604_lnorm` = 2.95767, `000000605_lnorm` = 4.66151, `000000606_lnorm` = 2.22262, `000000607_lnorm` = 2.01575, `000000608_lnorm` = 1.48518, `000000609_lnorm` = 0.862168, `000000610_lnorm` = 1.29858, `000000611_lnorm` = 3.1189, `000000612_lnorm` = 1.72008, -`000000613_lnorm` = 1.09522, `000000614_lnorm` = 1.65268, `000000615_lnorm` = 2.7714, `000000616_lnorm` = 1.2399, `000000617_lnorm` = 1.39014, `000000618_lnorm` = 1.43025, `000000619_lnorm` = 1.06787, `000000620_lnorm` = 1.22254, `000000621_lnorm` = 1.72324, `000000622_lnorm` = 1.71684, `000000623_lnorm` = 2.70181, `000000624_lnorm` = 1.51177, `000000625_lnorm` = 1.25051, `000000626_lnorm` = 1.35754, `000000627_lnorm` = 0.978439, `000000628_lnorm` = 2.75994, `000000629_lnorm` = 2.95655, `000000630_lnorm` = 1.64154, -`000000631_lnorm` = 2.44982, `000000632_lnorm` = 1.65048, `000000633_lnorm` = 1.77068, `000000634_lnorm` = 2.26648, `000000635_lnorm` = 2.08989, `000000636_lnorm` = 2.02099, `000000637_lnorm` = 1.06717, `000000638_lnorm` = 1.11346, `000000639_lnorm` = 1.41083, `000000640_lnorm` = 1.73914, `000000641_lnorm` = 1.44619, `000000642_lnorm` = 2.17064, `000000643_lnorm` = 1.81502, `000000644_lnorm` = 1.74061, `000000645_lnorm` = 1.35166, `000000646_lnorm` = 1.15518, `000000647_lnorm` = 1.87199, `000000648_lnorm` = 2.62931, -`000000649_lnorm` = 2.31078, `000000650_lnorm` = 2.68424, `000000651_lnorm` = 1.75981, `000000652_lnorm` = 1.60339, `000000653_lnorm` = 3.59301, `000000654_lnorm` = 1.10603, `000000655_lnorm` = 2.32442, `000000656_lnorm` = 1.77175, `000000657_lnorm` = 2.20971, `000000658_lnorm` = 1.9106, `000000659_lnorm` = 2.25715, `000000660_lnorm` = 2.06905, `000000661_lnorm` = 2.30818, `000000662_lnorm` = 2.07574, `000000663_lnorm` = 1.77408, `000000664_lnorm` = 2.43579, `000000665_lnorm` = 2.12829, `000000666_lnorm` = 2.20592, -`000000667_lnorm` = 1.17683, `000000668_lnorm` = 1.66624, `000000669_lnorm` = 1.35764, `000000670_lnorm` = 1.78977, `000000671_lnorm` = 1.13356, `000000672_lnorm` = 2.743, `000000673_lnorm` = 1.34269, `000000674_lnorm` = 0.835483, `000000675_lnorm` = 1.51503, `000000676_lnorm` = 1.99193, `000000677_lnorm` = 2.28651, `000000678_lnorm` = 1.16106, `000000679_lnorm` = 2.5245, `000000680_lnorm` = 3.11832, `000000681_lnorm` = 1.94279, `000000682_lnorm` = 2.47932, `000000683_lnorm` = 1.13269, `000000684_lnorm` = 1.69414, -`000000685_lnorm` = 2.28826, `000000686_lnorm` = 1.90979, `000000687_lnorm` = 2.65157, `000000688_lnorm` = 1.41765, `000000689_lnorm` = 2.99469, `000000690_lnorm` = 1.32353, `000000691_lnorm` = 1.45726, `000000692_lnorm` = 1.9734, `000000693_lnorm` = 1.7671, `000000694_lnorm` = 0.908387, `000000695_lnorm` = 2.0966, `000000696_lnorm` = 0.965909, `000000697_lnorm` = 1.44358, `000000698_lnorm` = 2.20382, `000000699_lnorm` = 2.45004, `000000700_lnorm` = 2.90881, `000000701_lnorm` = 1.06315, `000000702_lnorm` = 1.52948, -`000000703_lnorm` = 1.37854, `000000704_lnorm` = 2.45675, `000000705_lnorm` = 1.62565, `000000706_lnorm` = 1.45387, `000000707_lnorm` = 1.79233, `000000708_lnorm` = 1.45578, `000000709_lnorm` = 3.58953, `000000710_lnorm` = 2.75588, `000000711_lnorm` = 2.18121, `000000712_lnorm` = 1.96544, `000000713_lnorm` = 1.42123, `000000714_lnorm` = 1.88976, `000000715_lnorm` = 2.03469, `000000716_lnorm` = 1.83556, `000000717_lnorm` = 1.14725, `000000718_lnorm` = 2.15482, `000000719_lnorm` = 2.8368, `000000720_lnorm` = 1.35482, -`000000721_lnorm` = 1.31997, `000000722_lnorm` = 1.58891, `000000723_lnorm` = 4.39375, `000000724_lnorm` = 1.29783, `000000725_lnorm` = 2.57891, `000000726_lnorm` = 1.25922, `000000727_lnorm` = 1.23203, `000000728_lnorm` = 1.46578, `000000729_lnorm` = 1.29022, `000000730_lnorm` = 2.60901, `000000731_lnorm` = 1.98286, `000000732_lnorm` = 2.0439, `000000733_lnorm` = 2.82228, `000000734_lnorm` = 1.37751, `000000735_lnorm` = 2.45163, `000000736_lnorm` = 1.21816, `000000737_lnorm` = 1.15335, `000000738_lnorm` = 1.78975, -`000000739_lnorm` = 1.53569, `000000740_lnorm` = 2.21331, `000000741_lnorm` = 1.98769, `000000742_lnorm` = 1.87514, `000000743_lnorm` = 1.04263, `000000744_lnorm` = 1.86318, `000000745_lnorm` = 2.22433, `000000746_lnorm` = 2.00088, `000000747_lnorm` = 2.68541, `000000748_lnorm` = 3.36272, `000000749_lnorm` = 1.84895, `000000750_lnorm` = 1.67284, `000000751_lnorm` = 1.82971, `000000752_lnorm` = 0.966564, `000000753_lnorm` = 2.94891, `000000754_lnorm` = 2.02551, `000000755_lnorm` = 2.14384, `000000756_lnorm` = 1.6156, -`000000757_lnorm` = 1.3463, `000000758_lnorm` = 2.46316, `000000759_lnorm` = 1.82355, `000000760_lnorm` = 2.20365, `000000761_lnorm` = 1.81595, `000000762_lnorm` = 1.39895, `000000763_lnorm` = 1.11402, `000000764_lnorm` = 1.0403, `000000765_lnorm` = 3.46626, `000000766_lnorm` = 0.612317, `000000767_lnorm` = 2.21868, `000000768_lnorm` = 1.02169, `000000769_lnorm` = 1.85731, `000000770_lnorm` = 1.3162, `000000771_lnorm` = 1.3084, `000000772_lnorm` = 1.03984, `000000773_lnorm` = 2.21969, `000000774_lnorm` = 1.40523, -`000000775_lnorm` = 1.63671, `000000776_lnorm` = 2.35502, `000000777_lnorm` = 2.13487, `000000778_lnorm` = 1.59329, `000000779_lnorm` = 2.27574, `000000780_lnorm` = 0.656166, `000000781_lnorm` = 1.9215, `000000782_lnorm` = 1.50653, `000000783_lnorm` = 1.52454, `000000784_lnorm` = 1.40982, `000000785_lnorm` = 1.89923, `000000786_lnorm` = 3.55173, `000000787_lnorm` = 1.0151, `000000788_lnorm` = 1.73649, `000000789_lnorm` = 2.21852, `000000790_lnorm` = 1.67646, `000000791_lnorm` = 2.53567, `000000792_lnorm` = 1.78863, -`000000793_lnorm` = 1.38939, `000000794_lnorm` = 1.73823, `000000795_lnorm` = 1.93236, `000000796_lnorm` = 2.27247, `000000797_lnorm` = 1.9506, `000000798_lnorm` = 2.79071, `000000799_lnorm` = 1.85945, `000000800_lnorm` = 1.697, `000000801_lnorm` = 1.20041, `000000802_lnorm` = 2.30994, `000000803_lnorm` = 2.28004, `000000804_lnorm` = 2.12277, `000000805_lnorm` = 1.40852, `000000806_lnorm` = 2.70247, `000000807_lnorm` = 0.952191, `000000808_lnorm` = 1.76159, `000000809_lnorm` = 1.55078, `000000810_lnorm` = 1.46163, -`000000811_lnorm` = 2.11149, `000000812_lnorm` = 1.11352, `000000813_lnorm` = 2.7389, `000000814_lnorm` = 1.51083, `000000815_lnorm` = 1.2664, `000000816_lnorm` = 1.60513, `000000817_lnorm` = 1.05833, `000000818_lnorm` = 1.68812, `000000819_lnorm` = 2.66027, `000000820_lnorm` = 1.65418, `000000821_lnorm` = 1.08778, `000000822_lnorm` = 1.33578, `000000823_lnorm` = 1.09943, `000000824_lnorm` = 1.50982, `000000825_lnorm` = 1.619, `000000826_lnorm` = 2.30469, `000000827_lnorm` = 0.855125, `000000828_lnorm` = 2.42884, -`000000829_lnorm` = 1.38089, `000000830_lnorm` = 4.4522, `000000831_lnorm` = 1.66964, `000000832_lnorm` = 1.85568, `000000833_lnorm` = 1.08886, `000000834_lnorm` = 0.921413, `000000835_lnorm` = 1.46622, `000000836_lnorm` = 2.73844, `000000837_lnorm` = 1.58314, `000000838_lnorm` = 1.38034, `000000839_lnorm` = 4.41954, `000000840_lnorm` = 0.943256, `000000841_lnorm` = 2.27984, `000000842_lnorm` = 0.912846, `000000843_lnorm` = 3.55196, `000000844_lnorm` = 1.1334, `000000845_lnorm` = 1.32162, `000000846_lnorm` = 1.15393, -`000000847_lnorm` = 1.98562, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42929, `000000851_lnorm` = 4.14374, `000000852_lnorm` = 1.43422, `000000853_lnorm` = 1.86874, `000000854_lnorm` = 2.12603, `000000855_lnorm` = 1.61319, `000000856_lnorm` = 2.90886, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36495, `000000860_lnorm` = 1.34749, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52777, `000000863_lnorm` = 0.600718, `000000864_lnorm` = 1.09026, -`000000865_lnorm` = 2.03663, `000000866_lnorm` = 1.49139, `000000867_lnorm` = 1.12194, `000000868_lnorm` = 1.07614, `000000869_lnorm` = 1.8528, `000000870_lnorm` = 2.95831, `000000871_lnorm` = 2.98388, `000000872_lnorm` = 2.99172, `000000873_lnorm` = 2.63005, `000000874_lnorm` = 2.71377, `000000875_lnorm` = 2.88341, `000000876_lnorm` = 1.53379, `000000877_lnorm` = 1.38716, `000000878_lnorm` = 1.82626, `000000879_lnorm` = 2.14879, `000000880_lnorm` = 1.45224, `000000881_lnorm` = 2.03255, `000000882_lnorm` = 1.23025, -`000000883_lnorm` = 4.04123, `000000884_lnorm` = 1.87984, `000000885_lnorm` = 0.920501, `000000886_lnorm` = 1.39447, `000000887_lnorm` = 2.25379, `000000888_lnorm` = 1.17532, `000000889_lnorm` = 1.54539, `000000890_lnorm` = 1.16774, `000000891_lnorm` = 1.62573, `000000892_lnorm` = 0.973674, `000000893_lnorm` = 1.10345, `000000894_lnorm` = 1.55087, `000000895_lnorm` = 1.43027, `000000896_lnorm` = 0.962508, `000000897_lnorm` = 2.10172, `000000898_lnorm` = 1.45381, `000000899_lnorm` = 2.50912, `000000900_lnorm` = 0.829115, -`000000901_lnorm` = 1.49204, `000000902_lnorm` = 1.97533, `000000903_lnorm` = 1.08147, `000000904_lnorm` = 1.12325, `000000905_lnorm` = 1.646, `000000906_lnorm` = 0.996106, `000000907_lnorm` = 3.10322, `000000908_lnorm` = 1.11549, `000000909_lnorm` = 1.86724, `000000910_lnorm` = 1.93593, `000000911_lnorm` = 0.86112, `000000912_lnorm` = 2.97445, `000000913_lnorm` = 2.62286, `000000914_lnorm` = 3.12933, `000000915_lnorm` = 1.27296, `000000916_lnorm` = 1.42102, `000000917_lnorm` = 1.6307, `000000918_lnorm` = 3.45913, -`000000919_lnorm` = 2.76522, `000000920_lnorm` = 0.692321, `000000921_lnorm` = 1.22273, `000000922_lnorm` = 1.62976, `000000923_lnorm` = 1.63548, `000000924_lnorm` = 1.49555, `000000925_lnorm` = 2.0772, `000000926_lnorm` = 2.28571, `000000927_lnorm` = 2.10495, `000000928_lnorm` = 0.715006, `000000929_lnorm` = 1.32799, `000000930_lnorm` = 2.34716, `000000931_lnorm` = 1.48491, `000000932_lnorm` = 1.79497, `000000933_lnorm` = 2.20081, `000000934_lnorm` = 1.68292, `000000935_lnorm` = 3.47905, `000000936_lnorm` = 2.10751, -`000000937_lnorm` = 2.46339, `000000938_lnorm` = 2.88347, `000000939_lnorm` = 1.03523, `000000940_lnorm` = 1.82538, `000000941_lnorm` = 1.64746, `000000942_lnorm` = 1.83653, `000000943_lnorm` = 2.17435, `000000944_lnorm` = 2.34556, `000000945_lnorm` = 1.35487, `000000946_lnorm` = 2.66805, `000000947_lnorm` = 1.3845, `000000948_lnorm` = 0.992331, `000000949_lnorm` = 1.2798, `000000950_lnorm` = 2.11437, `000000951_lnorm` = 1.54769, `000000952_lnorm` = 1.28011, `000000953_lnorm` = 1.13938, `000000954_lnorm` = 2.31567, -`000000955_lnorm` = 1.23917, `000000956_lnorm` = 1.09096, `000000957_lnorm` = 1.80177, `000000958_lnorm` = 1.40609, `000000959_lnorm` = 2.03731, `000000960_lnorm` = 1.96243, `000000961_lnorm` = 1.47829, `000000962_lnorm` = 1.54191, `000000963_lnorm` = 1.50901, `000000964_lnorm` = 1.58542, `000000965_lnorm` = 1.30164, `000000966_lnorm` = 1.54642, `000000967_lnorm` = 0.985906, `000000968_lnorm` = 1.74622, `000000969_lnorm` = 2.40104, `000000970_lnorm` = 1.47237, `000000971_lnorm` = 1.01637, `000000972_lnorm` = 2.01739, -`000000973_lnorm` = 1.27309, `000000974_lnorm` = 1.34581, `000000975_lnorm` = 1.66014, `000000976_lnorm` = 1.64592, `000000977_lnorm` = 1.23841, `000000978_lnorm` = 1.86099, `000000979_lnorm` = 1.95426, `000000980_lnorm` = 0.994339, `000000981_lnorm` = 1.2769, `000000982_lnorm` = 1.25549, `000000983_lnorm` = 1.55396, `000000984_lnorm` = 1.32035, `000000985_lnorm` = 1.27725, `000000986_lnorm` = 2.93347, `000000987_lnorm` = 2.10903, `000000988_lnorm` = 1.23574, `000000989_lnorm` = 2.31355, `000000990_lnorm` = 2.02261, -`000000991_lnorm` = 1.98182, `000000992_lnorm` = 1.36425, `000000993_lnorm` = 1.3906, `000000994_lnorm` = 2.13309, `000000995_lnorm` = 1.17508, `000000996_lnorm` = 2.05745, `000000997_lnorm` = 2.25295, `000000998_lnorm` = 2.0945, `000000999_lnorm` = 1.28197, `000001000_lnorm` = 0.917713)" +average,0.05,1.68117,0.682856,0.91605,3.47923,1,parametric,1000,1,"c(`000000001_lnorm` = 1.29091, `000000002_lnorm` = 2.32183, `000000003_lnorm` = 1.62344, `000000004_lnorm` = 1.434, `000000005_lnorm` = 1.81625, `000000006_lnorm` = 2.64477, `000000007_lnorm` = 1.9797, `000000008_lnorm` = 1.40648, `000000009_lnorm` = 1.75896, `000000010_lnorm` = 2.52819, `000000011_lnorm` = 1.75286, `000000012_lnorm` = 2.64467, `000000013_lnorm` = 1.89607, `000000014_lnorm` = 1.42891, `000000015_lnorm` = 2.04596, `000000016_lnorm` = 1.076, `000000017_lnorm` = 1.82926, `000000018_lnorm` = 1.77754, +`000000019_lnorm` = 1.81362, `000000020_lnorm` = 1.56522, `000000021_lnorm` = 1.31328, `000000022_lnorm` = 2.34267, `000000023_lnorm` = 1.95807, `000000024_lnorm` = 0.979763, `000000025_lnorm` = 1.90104, `000000026_lnorm` = 1.31927, `000000027_lnorm` = 1.22681, `000000028_lnorm` = 1.36297, `000000029_lnorm` = 2.03217, `000000030_lnorm` = 1.48939, `000000031_lnorm` = 2.32383, `000000032_lnorm` = 2.76469, `000000033_lnorm` = 2.12493, `000000034_lnorm` = 1.16584, `000000035_lnorm` = 2.24326, `000000036_lnorm` = 1.85553, +`000000037_lnorm` = 2.58016, `000000038_lnorm` = 2.13527, `000000039_lnorm` = 1.12606, `000000040_lnorm` = 1.92818, `000000041_lnorm` = 2.02068, `000000042_lnorm` = 1.98607, `000000043_lnorm` = 2.96207, `000000044_lnorm` = 1.00953, `000000045_lnorm` = 0.524815, `000000046_lnorm` = 2.7306, `000000047_lnorm` = 1.49194, `000000048_lnorm` = 1.52999, `000000049_lnorm` = 1.91416, `000000050_lnorm` = 0.919342, `000000051_lnorm` = 0.984983, `000000052_lnorm` = 1.63899, `000000053_lnorm` = 1.26687, `000000054_lnorm` = 1.31936, +`000000055_lnorm` = 1.15461, `000000056_lnorm` = 1.35223, `000000057_lnorm` = 2.41231, `000000058_lnorm` = 0.732407, `000000059_lnorm` = 1.9412, `000000060_lnorm` = 1.82985, `000000061_lnorm` = 1.80799, `000000062_lnorm` = 1.09987, `000000063_lnorm` = 1.46472, `000000064_lnorm` = 1.07241, `000000065_lnorm` = 1.27812, `000000066_lnorm` = 1.83395, `000000067_lnorm` = 1.30446, `000000068_lnorm` = 1.2981, `000000069_lnorm` = 1.20418, `000000070_lnorm` = 2.83823, `000000071_lnorm` = 1.18793, `000000072_lnorm` = 2.01091, +`000000073_lnorm` = 1.79121, `000000074_lnorm` = 1.15301, `000000075_lnorm` = 1.91059, `000000076_lnorm` = 1.57129, `000000077_lnorm` = 2.16167, `000000078_lnorm` = 1.9946, `000000079_lnorm` = 2.74488, `000000080_lnorm` = 2.45766, `000000081_lnorm` = 1.38901, `000000082_lnorm` = 1.77219, `000000083_lnorm` = 2.34755, `000000084_lnorm` = 1.99894, `000000085_lnorm` = 1.53281, `000000086_lnorm` = 2.63432, `000000087_lnorm` = 1.70809, `000000088_lnorm` = 1.86773, `000000089_lnorm` = 1.98204, `000000090_lnorm` = 2.62623, +`000000091_lnorm` = 2.31919, `000000092_lnorm` = 1.75354, `000000093_lnorm` = 1.59699, `000000094_lnorm` = 1.73771, `000000095_lnorm` = 2.15879, `000000096_lnorm` = 2.76178, `000000097_lnorm` = 1.34876, `000000098_lnorm` = 1.48579, `000000099_lnorm` = 2.35546, `000000100_lnorm` = 1.28161, `000000101_lnorm` = 1.40289, `000000102_lnorm` = 3.68421, `000000103_lnorm` = 2.36213, `000000104_lnorm` = 2.0522, `000000105_lnorm` = 1.14376, `000000106_lnorm` = 1.78657, `000000107_lnorm` = 1.74016, `000000108_lnorm` = 1.32566, +`000000109_lnorm` = 3.36174, `000000110_lnorm` = 1.49743, `000000111_lnorm` = 1.46767, `000000112_lnorm` = 1.47672, `000000113_lnorm` = 1.68099, `000000114_lnorm` = 2.33906, `000000115_lnorm` = 1.43903, `000000116_lnorm` = 0.709154, `000000117_lnorm` = 0.770378, `000000118_lnorm` = 2.2042, `000000119_lnorm` = 3.44236, `000000120_lnorm` = 1.3995, `000000121_lnorm` = 1.18715, `000000122_lnorm` = 1.64168, `000000123_lnorm` = 2.15108, `000000124_lnorm` = 2.45261, `000000125_lnorm` = 2.14768, `000000126_lnorm` = 2.24817, +`000000127_lnorm` = 2.55814, `000000128_lnorm` = 2.03521, `000000129_lnorm` = 2.90726, `000000130_lnorm` = 1.4112, `000000131_lnorm` = 2.47096, `000000132_lnorm` = 1.22084, `000000133_lnorm` = 2.69526, `000000134_lnorm` = 1.97344, `000000135_lnorm` = 1.71554, `000000136_lnorm` = 1.72117, `000000137_lnorm` = 4.51797, `000000138_lnorm` = 2.22872, `000000139_lnorm` = 3.48639, `000000140_lnorm` = 1.5389, `000000141_lnorm` = 2.00422, `000000142_lnorm` = 2.33338, `000000143_lnorm` = 1.37927, `000000144_lnorm` = 2.16221, +`000000145_lnorm` = 2.53269, `000000146_lnorm` = 1.38425, `000000147_lnorm` = 2.00788, `000000148_lnorm` = 1.31033, `000000149_lnorm` = 2.37918, `000000150_lnorm` = 0.949034, `000000151_lnorm` = 2.28725, `000000152_lnorm` = 1.29019, `000000153_lnorm` = 2.63461, `000000154_lnorm` = 1.64242, `000000155_lnorm` = 1.66381, `000000156_lnorm` = 1.61202, `000000157_lnorm` = 1.97332, `000000158_lnorm` = 1.39119, `000000159_lnorm` = 1.97515, `000000160_lnorm` = 2.93092, `000000161_lnorm` = 1.92314, `000000162_lnorm` = 1.31012, +`000000163_lnorm` = 1.77709, `000000164_lnorm` = 2.2523, `000000165_lnorm` = 1.61185, `000000166_lnorm` = 2.71488, `000000167_lnorm` = 1.53472, `000000168_lnorm` = 1.21652, `000000169_lnorm` = 2.29438, `000000170_lnorm` = 2.67321, `000000171_lnorm` = 1.12951, `000000172_lnorm` = 1.84354, `000000173_lnorm` = 4.08301, `000000174_lnorm` = 1.49518, `000000175_lnorm` = 1.34551, `000000176_lnorm` = 1.70373, `000000177_lnorm` = 1.6595, `000000178_lnorm` = 1.575, `000000179_lnorm` = 2.15906, `000000180_lnorm` = 1.7929, +`000000181_lnorm` = 1.96763, `000000182_lnorm` = 1.57101, `000000183_lnorm` = 2.83637, `000000184_lnorm` = 2.97611, `000000185_lnorm` = 1.1848, `000000186_lnorm` = 2.06271, `000000187_lnorm` = 1.76131, `000000188_lnorm` = 2.49662, `000000189_lnorm` = 0.683873, `000000190_lnorm` = 2.78282, `000000191_lnorm` = 0.923406, `000000192_lnorm` = 2.02137, `000000193_lnorm` = 2.34054, `000000194_lnorm` = 2.4864, `000000195_lnorm` = 1.8245, `000000196_lnorm` = 1.92975, `000000197_lnorm` = 2.12464, `000000198_lnorm` = 2.41836, +`000000199_lnorm` = 2.27514, `000000200_lnorm` = 1.68233, `000000201_lnorm` = 0.95175, `000000202_lnorm` = 1.79286, `000000203_lnorm` = 1.0225, `000000204_lnorm` = 3.65623, `000000205_lnorm` = 1.58279, `000000206_lnorm` = 2.56041, `000000207_lnorm` = 1.63661, `000000208_lnorm` = 2.37805, `000000209_lnorm` = 1.81253, `000000210_lnorm` = 1.19601, `000000211_lnorm` = 2.11508, `000000212_lnorm` = 1.5009, `000000213_lnorm` = 1.9014, `000000214_lnorm` = 1.18229, `000000215_lnorm` = 3.0938, `000000216_lnorm` = 1.52568, +`000000217_lnorm` = 1.5591, `000000218_lnorm` = 1.111, `000000219_lnorm` = 1.61811, `000000220_lnorm` = 1.40567, `000000221_lnorm` = 1.92318, `000000222_lnorm` = 2.01052, `000000223_lnorm` = 1.41332, `000000224_lnorm` = 2.93397, `000000225_lnorm` = 1.4652, `000000226_lnorm` = 1.30126, `000000227_lnorm` = 2.30988, `000000228_lnorm` = 1.19668, `000000229_lnorm` = 1.13458, `000000230_lnorm` = 2.25383, `000000231_lnorm` = 1.72354, `000000232_lnorm` = 2.94255, `000000233_lnorm` = 2.01322, `000000234_lnorm` = 2.41204, +`000000235_lnorm` = 2.23295, `000000236_lnorm` = 2.58725, `000000237_lnorm` = 1.81906, `000000238_lnorm` = 1.30274, `000000239_lnorm` = 2.29129, `000000240_lnorm` = 1.07857, `000000241_lnorm` = 1.00845, `000000242_lnorm` = 2.1734, `000000243_lnorm` = 2.80348, `000000244_lnorm` = 1.09174, `000000245_lnorm` = 1.57453, `000000246_lnorm` = 1.53233, `000000247_lnorm` = 1.13467, `000000248_lnorm` = 1.57223, `000000249_lnorm` = 1.3564, `000000250_lnorm` = 1.57845, `000000251_lnorm` = 3.4036, `000000252_lnorm` = 2.15519, +`000000253_lnorm` = 0.957093, `000000254_lnorm` = 1.71972, `000000255_lnorm` = 1.246, `000000256_lnorm` = 1.64064, `000000257_lnorm` = 1.85753, `000000258_lnorm` = 2.32516, `000000259_lnorm` = 1.53653, `000000260_lnorm` = 4.93481, `000000261_lnorm` = 2.92565, `000000262_lnorm` = 1.80186, `000000263_lnorm` = 1.30003, `000000264_lnorm` = 3.32539, `000000265_lnorm` = 1.0091, `000000266_lnorm` = 1.3714, `000000267_lnorm` = 1.49066, `000000268_lnorm` = 1.1618, `000000269_lnorm` = 2.1701, `000000270_lnorm` = 1.93628, +`000000271_lnorm` = 1.93382, `000000272_lnorm` = 1.56229, `000000273_lnorm` = 1.934, `000000274_lnorm` = 1.48944, `000000275_lnorm` = 1.56079, `000000276_lnorm` = 2.76426, `000000277_lnorm` = 1.41112, `000000278_lnorm` = 3.02989, `000000279_lnorm` = 1.20218, `000000280_lnorm` = 1.1792, `000000281_lnorm` = 3.31633, `000000282_lnorm` = 2.2934, `000000283_lnorm` = 1.75066, `000000284_lnorm` = 2.23802, `000000285_lnorm` = 1.73284, `000000286_lnorm` = 2.27552, `000000287_lnorm` = 1.06919, `000000288_lnorm` = 2.22348, +`000000289_lnorm` = 1.43162, `000000290_lnorm` = 2.38861, `000000291_lnorm` = 1.9776, `000000292_lnorm` = 1.75614, `000000293_lnorm` = 1.51279, `000000294_lnorm` = 4.17683, `000000295_lnorm` = 1.10022, `000000296_lnorm` = 3.42715, `000000297_lnorm` = 1.28568, `000000298_lnorm` = 1.91588, `000000299_lnorm` = 1.14508, `000000300_lnorm` = 1.36317, `000000301_lnorm` = 1.23333, `000000302_lnorm` = 1.07114, `000000303_lnorm` = 1.85, `000000304_lnorm` = 2.22284, `000000305_lnorm` = 1.22098, `000000306_lnorm` = 0.769896, +`000000307_lnorm` = 2.26782, `000000308_lnorm` = 2.76717, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.79249, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.4948, `000000315_lnorm` = 2.28877, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49333, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97666, `000000320_lnorm` = 2.11935, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93248, +`000000325_lnorm` = 1.48784, `000000326_lnorm` = 2.98808, `000000327_lnorm` = 2.30993, `000000328_lnorm` = 2.99876, `000000329_lnorm` = 1.74099, `000000330_lnorm` = 1.88756, `000000331_lnorm` = 2.04143, `000000332_lnorm` = 1.25144, `000000333_lnorm` = 1.57906, `000000334_lnorm` = 1.00787, `000000335_lnorm` = 1.2126, `000000336_lnorm` = 1.9552, `000000337_lnorm` = 2.82747, `000000338_lnorm` = 1.90187, `000000339_lnorm` = 1.42327, `000000340_lnorm` = 1.43655, `000000341_lnorm` = 1.09694, `000000342_lnorm` = 1.33248, +`000000343_lnorm` = 1.19027, `000000344_lnorm` = 1.97183, `000000345_lnorm` = 1.77387, `000000346_lnorm` = 1.07524, `000000347_lnorm` = 2.13797, `000000348_lnorm` = 2.16009, `000000349_lnorm` = 2.22319, `000000350_lnorm` = 2.71378, `000000351_lnorm` = 1.83287, `000000352_lnorm` = 2.48058, `000000353_lnorm` = 1.04259, `000000354_lnorm` = 1.55658, `000000355_lnorm` = 2.4289, `000000356_lnorm` = 3.13694, `000000357_lnorm` = 1.00273, `000000358_lnorm` = 1.32141, `000000359_lnorm` = 1.9265, `000000360_lnorm` = 1.34318, +`000000361_lnorm` = 1.42568, `000000362_lnorm` = 1.01439, `000000363_lnorm` = 1.49848, `000000364_lnorm` = 2.22676, `000000365_lnorm` = 1.62128, `000000366_lnorm` = 2.04695, `000000367_lnorm` = 1.18601, `000000368_lnorm` = 1.20376, `000000369_lnorm` = 1.2206, `000000370_lnorm` = 1.90946, `000000371_lnorm` = 1.13542, `000000372_lnorm` = 1.6593, `000000373_lnorm` = 1.46797, `000000374_lnorm` = 1.57447, `000000375_lnorm` = 1.85693, `000000376_lnorm` = 1.4851, `000000377_lnorm` = 1.42377, `000000378_lnorm` = 1.59597, +`000000379_lnorm` = 1.93396, `000000380_lnorm` = 1.23379, `000000381_lnorm` = 1.44014, `000000382_lnorm` = 1.83959, `000000383_lnorm` = 2.01984, `000000384_lnorm` = 1.50021, `000000385_lnorm` = 2.15706, `000000386_lnorm` = 2.04668, `000000387_lnorm` = 1.55483, `000000388_lnorm` = 2.37654, `000000389_lnorm` = 3.94267, `000000390_lnorm` = 2.21834, `000000391_lnorm` = 1.81093, `000000392_lnorm` = 4.19887, `000000393_lnorm` = 0.918212, `000000394_lnorm` = 1.45406, `000000395_lnorm` = 1.53526, `000000396_lnorm` = 2.26637, +`000000397_lnorm` = 2.57149, `000000398_lnorm` = 2.40347, `000000399_lnorm` = 1.73039, `000000400_lnorm` = 2.93577, `000000401_lnorm` = 2.69576, `000000402_lnorm` = 1.7978, `000000403_lnorm` = 1.82191, `000000404_lnorm` = 0.916132, `000000405_lnorm` = 0.894586, `000000406_lnorm` = 3.75364, `000000407_lnorm` = 1.03696, `000000408_lnorm` = 2.90402, `000000409_lnorm` = 1.64099, `000000410_lnorm` = 0.919569, `000000411_lnorm` = 2.21855, `000000412_lnorm` = 1.69848, `000000413_lnorm` = 1.73159, `000000414_lnorm` = 1.10058, +`000000415_lnorm` = 1.11313, `000000416_lnorm` = 1.2718, `000000417_lnorm` = 1.30444, `000000418_lnorm` = 2.21172, `000000419_lnorm` = 2.60012, `000000420_lnorm` = 2.44744, `000000421_lnorm` = 1.0187, `000000422_lnorm` = 2.21125, `000000423_lnorm` = 2.16267, `000000424_lnorm` = 1.94559, `000000425_lnorm` = 2.48945, `000000426_lnorm` = 1.13375, `000000427_lnorm` = 1.87002, `000000428_lnorm` = 2.00033, `000000429_lnorm` = 0.873976, `000000430_lnorm` = 0.832154, `000000431_lnorm` = 3.1563, `000000432_lnorm` = 1.42627, +`000000433_lnorm` = 1.64134, `000000434_lnorm` = 1.30208, `000000435_lnorm` = 1.56605, `000000436_lnorm` = 2.81942, `000000437_lnorm` = 2.1007, `000000438_lnorm` = 2.0308, `000000439_lnorm` = 1.14681, `000000440_lnorm` = 1.60425, `000000441_lnorm` = 1.94172, `000000442_lnorm` = 2.32118, `000000443_lnorm` = 1.3211, `000000444_lnorm` = 1.42303, `000000445_lnorm` = 2.13881, `000000446_lnorm` = 1.4268, `000000447_lnorm` = 2.18789, `000000448_lnorm` = 2.17622, `000000449_lnorm` = 3.41329, `000000450_lnorm` = 3.35896, +`000000451_lnorm` = 2.77879, `000000452_lnorm` = 1.8923, `000000453_lnorm` = 1.41733, `000000454_lnorm` = 1.33789, `000000455_lnorm` = 2.0997, `000000456_lnorm` = 1.26299, `000000457_lnorm` = 1.35083, `000000458_lnorm` = 1.44983, `000000459_lnorm` = 2.76589, `000000460_lnorm` = 1.53337, `000000461_lnorm` = 1.59673, `000000462_lnorm` = 2.08783, `000000463_lnorm` = 1.56069, `000000464_lnorm` = 1.12092, `000000465_lnorm` = 2.0189, `000000466_lnorm` = 2.2192, `000000467_lnorm` = 1.34221, `000000468_lnorm` = 2.11337, +`000000469_lnorm` = 2.22503, `000000470_lnorm` = 1.77325, `000000471_lnorm` = 1.74596, `000000472_lnorm` = 2.90492, `000000473_lnorm` = 0.953169, `000000474_lnorm` = 2.73462, `000000475_lnorm` = 2.16016, `000000476_lnorm` = 1.35835, `000000477_lnorm` = 1.27943, `000000478_lnorm` = 2.12858, `000000479_lnorm` = 1.28948, `000000480_lnorm` = 1.08294, `000000481_lnorm` = 1.88055, `000000482_lnorm` = 1.52331, `000000483_lnorm` = 2.08919, `000000484_lnorm` = 1.59584, `000000485_lnorm` = 1.52771, `000000486_lnorm` = 1.34335, +`000000487_lnorm` = 2.77588, `000000488_lnorm` = 1.26331, `000000489_lnorm` = 0.736362, `000000490_lnorm` = 2.87051, `000000491_lnorm` = 1.69302, `000000492_lnorm` = 1.11636, `000000493_lnorm` = 4.20855, `000000494_lnorm` = 1.93802, `000000495_lnorm` = 1.78429, `000000496_lnorm` = 2.07513, `000000497_lnorm` = 2.9275, `000000498_lnorm` = 1.59997, `000000499_lnorm` = 4.43423, `000000500_lnorm` = 3.1396, `000000501_lnorm` = 4.19754, `000000502_lnorm` = 1.43101, `000000503_lnorm` = 1.24887, `000000504_lnorm` = 1.33372, +`000000505_lnorm` = 3.32688, `000000506_lnorm` = 1.43877, `000000507_lnorm` = 2.73052, `000000508_lnorm` = 1.77473, `000000509_lnorm` = 3.87704, `000000510_lnorm` = 1.47882, `000000511_lnorm` = 1.62539, `000000512_lnorm` = 2.10461, `000000513_lnorm` = 1.69433, `000000514_lnorm` = 2.70887, `000000515_lnorm` = 2.54778, `000000516_lnorm` = 1.18788, `000000517_lnorm` = 0.947065, `000000518_lnorm` = 1.88539, `000000519_lnorm` = 1.71256, `000000520_lnorm` = 1.14461, `000000521_lnorm` = 1.27008, `000000522_lnorm` = 2.97766, +`000000523_lnorm` = 1.77179, `000000524_lnorm` = 2.46649, `000000525_lnorm` = 1.14346, `000000526_lnorm` = 1.89514, `000000527_lnorm` = 1.99545, `000000528_lnorm` = 1.14086, `000000529_lnorm` = 1.29784, `000000530_lnorm` = 1.25107, `000000531_lnorm` = 1.15474, `000000532_lnorm` = 1.24787, `000000533_lnorm` = 2.71133, `000000534_lnorm` = 1.79474, `000000535_lnorm` = 2.32162, `000000536_lnorm` = 3.3785, `000000537_lnorm` = 4.36059, `000000538_lnorm` = 2.60727, `000000539_lnorm` = 2.75091, `000000540_lnorm` = 1.5868, +`000000541_lnorm` = 1.1833, `000000542_lnorm` = 1.89416, `000000543_lnorm` = 2.7693, `000000544_lnorm` = 2.34744, `000000545_lnorm` = 2.2746, `000000546_lnorm` = 3.32722, `000000547_lnorm` = 1.95779, `000000548_lnorm` = 1.86548, `000000549_lnorm` = 0.480989, `000000550_lnorm` = 1.47263, `000000551_lnorm` = 1.47392, `000000552_lnorm` = 1.54194, `000000553_lnorm` = 2.22219, `000000554_lnorm` = 0.919689, `000000555_lnorm` = 1.39214, `000000556_lnorm` = 1.32837, `000000557_lnorm` = 2.04919, `000000558_lnorm` = 1.79051, +`000000559_lnorm` = 2.30908, `000000560_lnorm` = 0.631205, `000000561_lnorm` = 3.11303, `000000562_lnorm` = 2.4509, `000000563_lnorm` = 2.13419, `000000564_lnorm` = 2.32479, `000000565_lnorm` = 1.99135, `000000566_lnorm` = 1.94901, `000000567_lnorm` = 2.55599, `000000568_lnorm` = 1.05623, `000000569_lnorm` = 1.34003, `000000570_lnorm` = 1.3575, `000000571_lnorm` = 2.1116, `000000572_lnorm` = 1.63934, `000000573_lnorm` = 1.52701, `000000574_lnorm` = 1.45555, `000000575_lnorm` = 2.01982, `000000576_lnorm` = 2.75215, +`000000577_lnorm` = 0.977079, `000000578_lnorm` = 1.3253, `000000579_lnorm` = 2.14799, `000000580_lnorm` = 2.0086, `000000581_lnorm` = 1.60626, `000000582_lnorm` = 2.3921, `000000583_lnorm` = 2.40397, `000000584_lnorm` = 2.9732, `000000585_lnorm` = 2.70107, `000000586_lnorm` = 1.17736, `000000587_lnorm` = 1.5737, `000000588_lnorm` = 1.62547, `000000589_lnorm` = 1.91191, `000000590_lnorm` = 2.45269, `000000591_lnorm` = 1.52415, `000000592_lnorm` = 1.99608, `000000593_lnorm` = 1.6286, `000000594_lnorm` = 1.97753, +`000000595_lnorm` = 1.37223, `000000596_lnorm` = 1.07541, `000000597_lnorm` = 0.854059, `000000598_lnorm` = 1.53575, `000000599_lnorm` = 1.44919, `000000600_lnorm` = 2.04786, `000000601_lnorm` = 2.24641, `000000602_lnorm` = 2.61384, `000000603_lnorm` = 1.65474, `000000604_lnorm` = 2.95766, `000000605_lnorm` = 4.66151, `000000606_lnorm` = 2.22262, `000000607_lnorm` = 2.01574, `000000608_lnorm` = 1.48518, `000000609_lnorm` = 0.862165, `000000610_lnorm` = 1.29857, `000000611_lnorm` = 3.1189, `000000612_lnorm` = 1.72007, +`000000613_lnorm` = 1.09522, `000000614_lnorm` = 1.65267, `000000615_lnorm` = 2.7714, `000000616_lnorm` = 1.2399, `000000617_lnorm` = 1.39014, `000000618_lnorm` = 1.43025, `000000619_lnorm` = 1.06787, `000000620_lnorm` = 1.22254, `000000621_lnorm` = 1.72323, `000000622_lnorm` = 1.71684, `000000623_lnorm` = 2.70181, `000000624_lnorm` = 1.51176, `000000625_lnorm` = 1.2505, `000000626_lnorm` = 1.35754, `000000627_lnorm` = 0.978435, `000000628_lnorm` = 2.75994, `000000629_lnorm` = 2.95654, `000000630_lnorm` = 1.64154, +`000000631_lnorm` = 2.44981, `000000632_lnorm` = 1.65048, `000000633_lnorm` = 1.77068, `000000634_lnorm` = 2.26647, `000000635_lnorm` = 2.08989, `000000636_lnorm` = 2.02098, `000000637_lnorm` = 1.06716, `000000638_lnorm` = 1.11345, `000000639_lnorm` = 1.41083, `000000640_lnorm` = 1.73914, `000000641_lnorm` = 1.44619, `000000642_lnorm` = 2.17064, `000000643_lnorm` = 1.81502, `000000644_lnorm` = 1.74061, `000000645_lnorm` = 1.35165, `000000646_lnorm` = 1.15518, `000000647_lnorm` = 1.87199, `000000648_lnorm` = 2.62931, +`000000649_lnorm` = 2.31078, `000000650_lnorm` = 2.68424, `000000651_lnorm` = 1.7598, `000000652_lnorm` = 1.60339, `000000653_lnorm` = 3.59301, `000000654_lnorm` = 1.10603, `000000655_lnorm` = 2.32442, `000000656_lnorm` = 1.77175, `000000657_lnorm` = 2.20971, `000000658_lnorm` = 1.9106, `000000659_lnorm` = 2.25715, `000000660_lnorm` = 2.06905, `000000661_lnorm` = 2.30817, `000000662_lnorm` = 2.07573, `000000663_lnorm` = 1.77407, `000000664_lnorm` = 2.43578, `000000665_lnorm` = 2.12828, `000000666_lnorm` = 2.20591, +`000000667_lnorm` = 1.17683, `000000668_lnorm` = 1.66624, `000000669_lnorm` = 1.35763, `000000670_lnorm` = 1.78977, `000000671_lnorm` = 1.13355, `000000672_lnorm` = 2.743, `000000673_lnorm` = 1.34269, `000000674_lnorm` = 0.83548, `000000675_lnorm` = 1.51502, `000000676_lnorm` = 1.99193, `000000677_lnorm` = 2.28651, `000000678_lnorm` = 1.16106, `000000679_lnorm` = 2.5245, `000000680_lnorm` = 3.11831, `000000681_lnorm` = 1.94279, `000000682_lnorm` = 2.47932, `000000683_lnorm` = 1.13268, `000000684_lnorm` = 1.69413, +`000000685_lnorm` = 2.28826, `000000686_lnorm` = 1.90979, `000000687_lnorm` = 2.65157, `000000688_lnorm` = 1.41764, `000000689_lnorm` = 2.99469, `000000690_lnorm` = 1.32353, `000000691_lnorm` = 1.45726, `000000692_lnorm` = 1.97339, `000000693_lnorm` = 1.7671, `000000694_lnorm` = 0.908384, `000000695_lnorm` = 2.0966, `000000696_lnorm` = 0.965906, `000000697_lnorm` = 1.44357, `000000698_lnorm` = 2.20382, `000000699_lnorm` = 2.45003, `000000700_lnorm` = 2.9088, `000000701_lnorm` = 1.06315, `000000702_lnorm` = 1.52948, +`000000703_lnorm` = 1.37854, `000000704_lnorm` = 2.45674, `000000705_lnorm` = 1.62565, `000000706_lnorm` = 1.45386, `000000707_lnorm` = 1.79233, `000000708_lnorm` = 1.45578, `000000709_lnorm` = 3.58953, `000000710_lnorm` = 2.75587, `000000711_lnorm` = 2.18121, `000000712_lnorm` = 1.96543, `000000713_lnorm` = 1.42123, `000000714_lnorm` = 1.88975, `000000715_lnorm` = 2.03468, `000000716_lnorm` = 1.83555, `000000717_lnorm` = 1.14725, `000000718_lnorm` = 2.15482, `000000719_lnorm` = 2.83679, `000000720_lnorm` = 1.35482, +`000000721_lnorm` = 1.31996, `000000722_lnorm` = 1.58891, `000000723_lnorm` = 4.39374, `000000724_lnorm` = 1.29783, `000000725_lnorm` = 2.57891, `000000726_lnorm` = 1.25922, `000000727_lnorm` = 1.23203, `000000728_lnorm` = 1.46578, `000000729_lnorm` = 1.29022, `000000730_lnorm` = 2.609, `000000731_lnorm` = 1.98286, `000000732_lnorm` = 2.04389, `000000733_lnorm` = 2.82228, `000000734_lnorm` = 1.3775, `000000735_lnorm` = 2.45162, `000000736_lnorm` = 1.21815, `000000737_lnorm` = 1.15335, `000000738_lnorm` = 1.78975, +`000000739_lnorm` = 1.53569, `000000740_lnorm` = 2.2133, `000000741_lnorm` = 1.98769, `000000742_lnorm` = 1.87513, `000000743_lnorm` = 1.04263, `000000744_lnorm` = 1.86318, `000000745_lnorm` = 2.22433, `000000746_lnorm` = 2.00087, `000000747_lnorm` = 2.68541, `000000748_lnorm` = 3.36272, `000000749_lnorm` = 1.84894, `000000750_lnorm` = 1.67284, `000000751_lnorm` = 1.8297, `000000752_lnorm` = 0.96656, `000000753_lnorm` = 2.94891, `000000754_lnorm` = 2.02551, `000000755_lnorm` = 2.14384, `000000756_lnorm` = 1.61559, +`000000757_lnorm` = 1.34629, `000000758_lnorm` = 2.46315, `000000759_lnorm` = 1.82355, `000000760_lnorm` = 2.20364, `000000761_lnorm` = 1.81595, `000000762_lnorm` = 1.39895, `000000763_lnorm` = 1.11401, `000000764_lnorm` = 1.0403, `000000765_lnorm` = 3.46626, `000000766_lnorm` = 0.612314, `000000767_lnorm` = 2.21868, `000000768_lnorm` = 1.02168, `000000769_lnorm` = 1.85731, `000000770_lnorm` = 1.3162, `000000771_lnorm` = 1.3084, `000000772_lnorm` = 1.03984, `000000773_lnorm` = 2.21968, `000000774_lnorm` = 1.40523, +`000000775_lnorm` = 1.63671, `000000776_lnorm` = 2.35501, `000000777_lnorm` = 2.13487, `000000778_lnorm` = 1.59329, `000000779_lnorm` = 2.27573, `000000780_lnorm` = 0.656163, `000000781_lnorm` = 1.92149, `000000782_lnorm` = 1.50652, `000000783_lnorm` = 1.52454, `000000784_lnorm` = 1.40981, `000000785_lnorm` = 1.89922, `000000786_lnorm` = 3.55173, `000000787_lnorm` = 1.01509, `000000788_lnorm` = 1.73648, `000000789_lnorm` = 2.21852, `000000790_lnorm` = 1.67645, `000000791_lnorm` = 2.53566, `000000792_lnorm` = 1.78863, +`000000793_lnorm` = 1.38939, `000000794_lnorm` = 1.73823, `000000795_lnorm` = 1.93236, `000000796_lnorm` = 2.27246, `000000797_lnorm` = 1.9506, `000000798_lnorm` = 2.79071, `000000799_lnorm` = 1.85945, `000000800_lnorm` = 1.69699, `000000801_lnorm` = 1.20041, `000000802_lnorm` = 2.30994, `000000803_lnorm` = 2.28003, `000000804_lnorm` = 2.12277, `000000805_lnorm` = 1.40851, `000000806_lnorm` = 2.70246, `000000807_lnorm` = 0.952187, `000000808_lnorm` = 1.76158, `000000809_lnorm` = 1.55078, `000000810_lnorm` = 1.46163, +`000000811_lnorm` = 2.11148, `000000812_lnorm` = 1.11351, `000000813_lnorm` = 2.73889, `000000814_lnorm` = 1.51083, `000000815_lnorm` = 1.2664, `000000816_lnorm` = 1.60512, `000000817_lnorm` = 1.05833, `000000818_lnorm` = 1.68812, `000000819_lnorm` = 2.66026, `000000820_lnorm` = 1.65418, `000000821_lnorm` = 1.08777, `000000822_lnorm` = 1.33578, `000000823_lnorm` = 1.09943, `000000824_lnorm` = 1.50981, `000000825_lnorm` = 1.619, `000000826_lnorm` = 2.30468, `000000827_lnorm` = 0.855122, `000000828_lnorm` = 2.42884, +`000000829_lnorm` = 1.38089, `000000830_lnorm` = 4.4522, `000000831_lnorm` = 1.66963, `000000832_lnorm` = 1.85567, `000000833_lnorm` = 1.08886, `000000834_lnorm` = 0.92141, `000000835_lnorm` = 1.46622, `000000836_lnorm` = 2.73844, `000000837_lnorm` = 1.58313, `000000838_lnorm` = 1.38034, `000000839_lnorm` = 4.41954, `000000840_lnorm` = 0.943253, `000000841_lnorm` = 2.27984, `000000842_lnorm` = 0.912843, `000000843_lnorm` = 3.55196, `000000844_lnorm` = 1.1334, `000000845_lnorm` = 1.32161, `000000846_lnorm` = 1.15393, +`000000847_lnorm` = 1.98561, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42928, `000000851_lnorm` = 4.14373, `000000852_lnorm` = 1.43421, `000000853_lnorm` = 1.86873, `000000854_lnorm` = 2.12602, `000000855_lnorm` = 1.61318, `000000856_lnorm` = 2.90885, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36494, `000000860_lnorm` = 1.34748, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52776, `000000863_lnorm` = 0.600716, `000000864_lnorm` = 1.09026, +`000000865_lnorm` = 2.03663, `000000866_lnorm` = 1.49139, `000000867_lnorm` = 1.12194, `000000868_lnorm` = 1.07614, `000000869_lnorm` = 1.85279, `000000870_lnorm` = 2.95831, `000000871_lnorm` = 2.98388, `000000872_lnorm` = 2.99171, `000000873_lnorm` = 2.63004, `000000874_lnorm` = 2.71376, `000000875_lnorm` = 2.88341, `000000876_lnorm` = 1.53379, `000000877_lnorm` = 1.38715, `000000878_lnorm` = 1.82625, `000000879_lnorm` = 2.14879, `000000880_lnorm` = 1.45223, `000000881_lnorm` = 2.03254, `000000882_lnorm` = 1.23025, +`000000883_lnorm` = 4.04122, `000000884_lnorm` = 1.87983, `000000885_lnorm` = 0.920497, `000000886_lnorm` = 1.39447, `000000887_lnorm` = 2.25378, `000000888_lnorm` = 1.17531, `000000889_lnorm` = 1.54539, `000000890_lnorm` = 1.16774, `000000891_lnorm` = 1.62572, `000000892_lnorm` = 0.97367, `000000893_lnorm` = 1.10345, `000000894_lnorm` = 1.55087, `000000895_lnorm` = 1.43027, `000000896_lnorm` = 0.962504, `000000897_lnorm` = 2.10172, `000000898_lnorm` = 1.45381, `000000899_lnorm` = 2.50912, `000000900_lnorm` = 0.829112, +`000000901_lnorm` = 1.49204, `000000902_lnorm` = 1.97533, `000000903_lnorm` = 1.08147, `000000904_lnorm` = 1.12325, `000000905_lnorm` = 1.646, `000000906_lnorm` = 0.996103, `000000907_lnorm` = 3.10322, `000000908_lnorm` = 1.11548, `000000909_lnorm` = 1.86724, `000000910_lnorm` = 1.93593, `000000911_lnorm` = 0.861117, `000000912_lnorm` = 2.97444, `000000913_lnorm` = 2.62286, `000000914_lnorm` = 3.12932, `000000915_lnorm` = 1.27295, `000000916_lnorm` = 1.42102, `000000917_lnorm` = 1.63069, `000000918_lnorm` = 3.45913, +`000000919_lnorm` = 2.76521, `000000920_lnorm` = 0.692318, `000000921_lnorm` = 1.22273, `000000922_lnorm` = 1.62976, `000000923_lnorm` = 1.63547, `000000924_lnorm` = 1.49555, `000000925_lnorm` = 2.0772, `000000926_lnorm` = 2.2857, `000000927_lnorm` = 2.10495, `000000928_lnorm` = 0.715004, `000000929_lnorm` = 1.32799, `000000930_lnorm` = 2.34715, `000000931_lnorm` = 1.48491, `000000932_lnorm` = 1.79496, `000000933_lnorm` = 2.20081, `000000934_lnorm` = 1.68291, `000000935_lnorm` = 3.47905, `000000936_lnorm` = 2.10751, +`000000937_lnorm` = 2.46338, `000000938_lnorm` = 2.88346, `000000939_lnorm` = 1.03523, `000000940_lnorm` = 1.82537, `000000941_lnorm` = 1.64746, `000000942_lnorm` = 1.83653, `000000943_lnorm` = 2.17434, `000000944_lnorm` = 2.34556, `000000945_lnorm` = 1.35487, `000000946_lnorm` = 2.66805, `000000947_lnorm` = 1.38449, `000000948_lnorm` = 0.992328, `000000949_lnorm` = 1.2798, `000000950_lnorm` = 2.11436, `000000951_lnorm` = 1.54768, `000000952_lnorm` = 1.2801, `000000953_lnorm` = 1.13938, `000000954_lnorm` = 2.31566, +`000000955_lnorm` = 1.23916, `000000956_lnorm` = 1.09096, `000000957_lnorm` = 1.80177, `000000958_lnorm` = 1.40609, `000000959_lnorm` = 2.03731, `000000960_lnorm` = 1.96242, `000000961_lnorm` = 1.47829, `000000962_lnorm` = 1.54191, `000000963_lnorm` = 1.50901, `000000964_lnorm` = 1.58541, `000000965_lnorm` = 1.30164, `000000966_lnorm` = 1.54642, `000000967_lnorm` = 0.985902, `000000968_lnorm` = 1.74622, `000000969_lnorm` = 2.40104, `000000970_lnorm` = 1.47236, `000000971_lnorm` = 1.01637, `000000972_lnorm` = 2.01739, +`000000973_lnorm` = 1.27309, `000000974_lnorm` = 1.3458, `000000975_lnorm` = 1.66014, `000000976_lnorm` = 1.64592, `000000977_lnorm` = 1.23841, `000000978_lnorm` = 1.86099, `000000979_lnorm` = 1.95426, `000000980_lnorm` = 0.994335, `000000981_lnorm` = 1.2769, `000000982_lnorm` = 1.25548, `000000983_lnorm` = 1.55396, `000000984_lnorm` = 1.32034, `000000985_lnorm` = 1.27724, `000000986_lnorm` = 2.93347, `000000987_lnorm` = 2.10903, `000000988_lnorm` = 1.23573, `000000989_lnorm` = 2.31355, `000000990_lnorm` = 2.0226, +`000000991_lnorm` = 1.98181, `000000992_lnorm` = 1.36425, `000000993_lnorm` = 1.39059, `000000994_lnorm` = 2.13309, `000000995_lnorm` = 1.17508, `000000996_lnorm` = 2.05744, `000000997_lnorm` = 2.25295, `000000998_lnorm` = 2.09449, `000000999_lnorm` = 1.28196, `000001000_lnorm` = 0.91771)" diff --git a/tests/testthat/_snaps/hc/hc_cis_chloride50.csv b/tests/testthat/_snaps/hc/hc_cis_chloride50.csv index f1937c50..d4d4e48b 100644 --- a/tests/testthat/_snaps/hc/hc_cis_chloride50.csv +++ b/tests/testthat/_snaps/hc/hc_cis_chloride50.csv @@ -1,3 +1,3 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,samples -lnorm_lnorm,0.05,36.8762,NA,NA,NA,0.617286,parametric,1000,numeric(0) +lnorm_lnorm,0.05,36.8756,NA,NA,NA,0.617286,parametric,1000,numeric(0) llogis_llogis,0.05,36.9061,NA,NA,NA,0.382714,parametric,1000,numeric(0) diff --git a/tests/testthat/_snaps/hc/hc_cis_level08.csv b/tests/testthat/_snaps/hc/hc_cis_level08.csv index e8093cdb..a3d5e964 100644 --- a/tests/testthat/_snaps/hc/hc_cis_level08.csv +++ b/tests/testthat/_snaps/hc/hc_cis_level08.csv @@ -1,57 +1,57 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,0.682856,1.11342,2.76013,1,parametric,1000,1,"c(`000000001_lnorm` = 1.29091, `000000002_lnorm` = 2.32183, `000000003_lnorm` = 1.62344, `000000004_lnorm` = 1.434, `000000005_lnorm` = 1.81625, `000000006_lnorm` = 2.64477, `000000007_lnorm` = 1.97971, `000000008_lnorm` = 1.40648, `000000009_lnorm` = 1.75897, `000000010_lnorm` = 2.5282, `000000011_lnorm` = 1.75287, `000000012_lnorm` = 2.64468, `000000013_lnorm` = 1.89607, `000000014_lnorm` = 1.42891, `000000015_lnorm` = 2.04596, `000000016_lnorm` = 1.076, `000000017_lnorm` = 1.82926, `000000018_lnorm` = 1.77755, -`000000019_lnorm` = 1.81362, `000000020_lnorm` = 1.56523, `000000021_lnorm` = 1.31329, `000000022_lnorm` = 2.34268, `000000023_lnorm` = 1.95807, `000000024_lnorm` = 0.979767, `000000025_lnorm` = 1.90104, `000000026_lnorm` = 1.31927, `000000027_lnorm` = 1.22682, `000000028_lnorm` = 1.36298, `000000029_lnorm` = 2.03217, `000000030_lnorm` = 1.48939, `000000031_lnorm` = 2.32384, `000000032_lnorm` = 2.7647, `000000033_lnorm` = 2.12493, `000000034_lnorm` = 1.16584, `000000035_lnorm` = 2.24326, `000000036_lnorm` = 1.85553, -`000000037_lnorm` = 2.58017, `000000038_lnorm` = 2.13528, `000000039_lnorm` = 1.12606, `000000040_lnorm` = 1.92819, `000000041_lnorm` = 2.02068, `000000042_lnorm` = 1.98608, `000000043_lnorm` = 2.96208, `000000044_lnorm` = 1.00953, `000000045_lnorm` = 0.524818, `000000046_lnorm` = 2.7306, `000000047_lnorm` = 1.49195, `000000048_lnorm` = 1.52999, `000000049_lnorm` = 1.91416, `000000050_lnorm` = 0.919346, `000000051_lnorm` = 0.984986, `000000052_lnorm` = 1.639, `000000053_lnorm` = 1.26688, `000000054_lnorm` = 1.31936, -`000000055_lnorm` = 1.15461, `000000056_lnorm` = 1.35223, `000000057_lnorm` = 2.41231, `000000058_lnorm` = 0.73241, `000000059_lnorm` = 1.9412, `000000060_lnorm` = 1.82985, `000000061_lnorm` = 1.80799, `000000062_lnorm` = 1.09987, `000000063_lnorm` = 1.46473, `000000064_lnorm` = 1.07241, `000000065_lnorm` = 1.27812, `000000066_lnorm` = 1.83396, `000000067_lnorm` = 1.30446, `000000068_lnorm` = 1.2981, `000000069_lnorm` = 1.20418, `000000070_lnorm` = 2.83824, `000000071_lnorm` = 1.18793, `000000072_lnorm` = 2.01092, -`000000073_lnorm` = 1.79121, `000000074_lnorm` = 1.15301, `000000075_lnorm` = 1.9106, `000000076_lnorm` = 1.5713, `000000077_lnorm` = 2.16168, `000000078_lnorm` = 1.99461, `000000079_lnorm` = 2.74488, `000000080_lnorm` = 2.45767, `000000081_lnorm` = 1.38901, `000000082_lnorm` = 1.77219, `000000083_lnorm` = 2.34756, `000000084_lnorm` = 1.99894, `000000085_lnorm` = 1.53282, `000000086_lnorm` = 2.63433, `000000087_lnorm` = 1.70809, `000000088_lnorm` = 1.86774, `000000089_lnorm` = 1.98205, `000000090_lnorm` = 2.62623, -`000000091_lnorm` = 2.31919, `000000092_lnorm` = 1.75355, `000000093_lnorm` = 1.597, `000000094_lnorm` = 1.73772, `000000095_lnorm` = 2.1588, `000000096_lnorm` = 2.76179, `000000097_lnorm` = 1.34877, `000000098_lnorm` = 1.48579, `000000099_lnorm` = 2.35546, `000000100_lnorm` = 1.28162, `000000101_lnorm` = 1.4029, `000000102_lnorm` = 3.68422, `000000103_lnorm` = 2.36213, `000000104_lnorm` = 2.0522, `000000105_lnorm` = 1.14376, `000000106_lnorm` = 1.78657, `000000107_lnorm` = 1.74016, `000000108_lnorm` = 1.32566, -`000000109_lnorm` = 3.36175, `000000110_lnorm` = 1.49744, `000000111_lnorm` = 1.46768, `000000112_lnorm` = 1.47672, `000000113_lnorm` = 1.68099, `000000114_lnorm` = 2.33906, `000000115_lnorm` = 1.43903, `000000116_lnorm` = 0.709157, `000000117_lnorm` = 0.770381, `000000118_lnorm` = 2.2042, `000000119_lnorm` = 3.44236, `000000120_lnorm` = 1.3995, `000000121_lnorm` = 1.18716, `000000122_lnorm` = 1.64169, `000000123_lnorm` = 2.15109, `000000124_lnorm` = 2.45262, `000000125_lnorm` = 2.14768, `000000126_lnorm` = 2.24818, -`000000127_lnorm` = 2.55815, `000000128_lnorm` = 2.03522, `000000129_lnorm` = 2.90727, `000000130_lnorm` = 1.41121, `000000131_lnorm` = 2.47096, `000000132_lnorm` = 1.22085, `000000133_lnorm` = 2.69527, `000000134_lnorm` = 1.97345, `000000135_lnorm` = 1.71555, `000000136_lnorm` = 1.72117, `000000137_lnorm` = 4.51798, `000000138_lnorm` = 2.22872, `000000139_lnorm` = 3.4864, `000000140_lnorm` = 1.5389, `000000141_lnorm` = 2.00422, `000000142_lnorm` = 2.33338, `000000143_lnorm` = 1.37928, `000000144_lnorm` = 2.16222, -`000000145_lnorm` = 2.53269, `000000146_lnorm` = 1.38425, `000000147_lnorm` = 2.00788, `000000148_lnorm` = 1.31033, `000000149_lnorm` = 2.37918, `000000150_lnorm` = 0.949037, `000000151_lnorm` = 2.28726, `000000152_lnorm` = 1.29019, `000000153_lnorm` = 2.63461, `000000154_lnorm` = 1.64242, `000000155_lnorm` = 1.66381, `000000156_lnorm` = 1.61202, `000000157_lnorm` = 1.97333, `000000158_lnorm` = 1.3912, `000000159_lnorm` = 1.97515, `000000160_lnorm` = 2.93093, `000000161_lnorm` = 1.92314, `000000162_lnorm` = 1.31012, -`000000163_lnorm` = 1.7771, `000000164_lnorm` = 2.25231, `000000165_lnorm` = 1.61186, `000000166_lnorm` = 2.71489, `000000167_lnorm` = 1.53473, `000000168_lnorm` = 1.21652, `000000169_lnorm` = 2.29439, `000000170_lnorm` = 2.67322, `000000171_lnorm` = 1.12951, `000000172_lnorm` = 1.84354, `000000173_lnorm` = 4.08302, `000000174_lnorm` = 1.49518, `000000175_lnorm` = 1.34551, `000000176_lnorm` = 1.70373, `000000177_lnorm` = 1.6595, `000000178_lnorm` = 1.57501, `000000179_lnorm` = 2.15907, `000000180_lnorm` = 1.7929, -`000000181_lnorm` = 1.96764, `000000182_lnorm` = 1.57101, `000000183_lnorm` = 2.83637, `000000184_lnorm` = 2.97611, `000000185_lnorm` = 1.18481, `000000186_lnorm` = 2.06272, `000000187_lnorm` = 1.76132, `000000188_lnorm` = 2.49663, `000000189_lnorm` = 0.683876, `000000190_lnorm` = 2.78282, `000000191_lnorm` = 0.923409, `000000192_lnorm` = 2.02137, `000000193_lnorm` = 2.34055, `000000194_lnorm` = 2.4864, `000000195_lnorm` = 1.82451, `000000196_lnorm` = 1.92976, `000000197_lnorm` = 2.12464, `000000198_lnorm` = 2.41837, -`000000199_lnorm` = 2.27514, `000000200_lnorm` = 1.68234, `000000201_lnorm` = 0.951753, `000000202_lnorm` = 1.79286, `000000203_lnorm` = 1.02251, `000000204_lnorm` = 3.65624, `000000205_lnorm` = 1.58279, `000000206_lnorm` = 2.56041, `000000207_lnorm` = 1.63661, `000000208_lnorm` = 2.37806, `000000209_lnorm` = 1.81254, `000000210_lnorm` = 1.19602, `000000211_lnorm` = 2.11509, `000000212_lnorm` = 1.50091, `000000213_lnorm` = 1.9014, `000000214_lnorm` = 1.18229, `000000215_lnorm` = 3.0938, `000000216_lnorm` = 1.52569, -`000000217_lnorm` = 1.55911, `000000218_lnorm` = 1.111, `000000219_lnorm` = 1.61811, `000000220_lnorm` = 1.40567, `000000221_lnorm` = 1.92319, `000000222_lnorm` = 2.01052, `000000223_lnorm` = 1.41332, `000000224_lnorm` = 2.93398, `000000225_lnorm` = 1.4652, `000000226_lnorm` = 1.30127, `000000227_lnorm` = 2.30989, `000000228_lnorm` = 1.19668, `000000229_lnorm` = 1.13459, `000000230_lnorm` = 2.25383, `000000231_lnorm` = 1.72355, `000000232_lnorm` = 2.94256, `000000233_lnorm` = 2.01322, `000000234_lnorm` = 2.41205, -`000000235_lnorm` = 2.23295, `000000236_lnorm` = 2.58726, `000000237_lnorm` = 1.81906, `000000238_lnorm` = 1.30275, `000000239_lnorm` = 2.2913, `000000240_lnorm` = 1.07857, `000000241_lnorm` = 1.00845, `000000242_lnorm` = 2.17341, `000000243_lnorm` = 2.80348, `000000244_lnorm` = 1.09174, `000000245_lnorm` = 1.57454, `000000246_lnorm` = 1.53234, `000000247_lnorm` = 1.13468, `000000248_lnorm` = 1.57223, `000000249_lnorm` = 1.3564, `000000250_lnorm` = 1.57846, `000000251_lnorm` = 3.40361, `000000252_lnorm` = 2.1552, -`000000253_lnorm` = 0.957097, `000000254_lnorm` = 1.71972, `000000255_lnorm` = 1.246, `000000256_lnorm` = 1.64064, `000000257_lnorm` = 1.85754, `000000258_lnorm` = 2.32517, `000000259_lnorm` = 1.53654, `000000260_lnorm` = 4.93482, `000000261_lnorm` = 2.92566, `000000262_lnorm` = 1.80187, `000000263_lnorm` = 1.30003, `000000264_lnorm` = 3.32539, `000000265_lnorm` = 1.00911, `000000266_lnorm` = 1.3714, `000000267_lnorm` = 1.49066, `000000268_lnorm` = 1.16181, `000000269_lnorm` = 2.17011, `000000270_lnorm` = 1.93628, -`000000271_lnorm` = 1.93382, `000000272_lnorm` = 1.56229, `000000273_lnorm` = 1.934, `000000274_lnorm` = 1.48945, `000000275_lnorm` = 1.5608, `000000276_lnorm` = 2.76426, `000000277_lnorm` = 1.41112, `000000278_lnorm` = 3.0299, `000000279_lnorm` = 1.20218, `000000280_lnorm` = 1.17921, `000000281_lnorm` = 3.31634, `000000282_lnorm` = 2.2934, `000000283_lnorm` = 1.75066, `000000284_lnorm` = 2.23803, `000000285_lnorm` = 1.73284, `000000286_lnorm` = 2.27553, `000000287_lnorm` = 1.06919, `000000288_lnorm` = 2.22348, -`000000289_lnorm` = 1.43162, `000000290_lnorm` = 2.38861, `000000291_lnorm` = 1.9776, `000000292_lnorm` = 1.75615, `000000293_lnorm` = 1.51279, `000000294_lnorm` = 4.17684, `000000295_lnorm` = 1.10022, `000000296_lnorm` = 3.42715, `000000297_lnorm` = 1.28569, `000000298_lnorm` = 1.91589, `000000299_lnorm` = 1.14508, `000000300_lnorm` = 1.36318, `000000301_lnorm` = 1.23333, `000000302_lnorm` = 1.07115, `000000303_lnorm` = 1.85, `000000304_lnorm` = 2.22285, `000000305_lnorm` = 1.22099, `000000306_lnorm` = 0.769899, -`000000307_lnorm` = 2.26783, `000000308_lnorm` = 2.76718, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.7925, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.49481, `000000315_lnorm` = 2.28878, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49334, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97667, `000000320_lnorm` = 2.11936, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93249, -`000000325_lnorm` = 1.48784, `000000326_lnorm` = 2.98808, `000000327_lnorm` = 2.30993, `000000328_lnorm` = 2.99877, `000000329_lnorm` = 1.741, `000000330_lnorm` = 1.88757, `000000331_lnorm` = 2.04144, `000000332_lnorm` = 1.25144, `000000333_lnorm` = 1.57907, `000000334_lnorm` = 1.00788, `000000335_lnorm` = 1.2126, `000000336_lnorm` = 1.9552, `000000337_lnorm` = 2.82747, `000000338_lnorm` = 1.90187, `000000339_lnorm` = 1.42327, `000000340_lnorm` = 1.43656, `000000341_lnorm` = 1.09695, `000000342_lnorm` = 1.33248, -`000000343_lnorm` = 1.19027, `000000344_lnorm` = 1.97184, `000000345_lnorm` = 1.77387, `000000346_lnorm` = 1.07525, `000000347_lnorm` = 2.13797, `000000348_lnorm` = 2.16009, `000000349_lnorm` = 2.2232, `000000350_lnorm` = 2.71378, `000000351_lnorm` = 1.83288, `000000352_lnorm` = 2.48059, `000000353_lnorm` = 1.04259, `000000354_lnorm` = 1.55659, `000000355_lnorm` = 2.4289, `000000356_lnorm` = 3.13694, `000000357_lnorm` = 1.00274, `000000358_lnorm` = 1.32141, `000000359_lnorm` = 1.9265, `000000360_lnorm` = 1.34318, -`000000361_lnorm` = 1.42568, `000000362_lnorm` = 1.01439, `000000363_lnorm` = 1.49849, `000000364_lnorm` = 2.22677, `000000365_lnorm` = 1.62129, `000000366_lnorm` = 2.04696, `000000367_lnorm` = 1.18602, `000000368_lnorm` = 1.20377, `000000369_lnorm` = 1.2206, `000000370_lnorm` = 1.90947, `000000371_lnorm` = 1.13543, `000000372_lnorm` = 1.6593, `000000373_lnorm` = 1.46798, `000000374_lnorm` = 1.57448, `000000375_lnorm` = 1.85693, `000000376_lnorm` = 1.4851, `000000377_lnorm` = 1.42378, `000000378_lnorm` = 1.59598, -`000000379_lnorm` = 1.93397, `000000380_lnorm` = 1.23379, `000000381_lnorm` = 1.44014, `000000382_lnorm` = 1.8396, `000000383_lnorm` = 2.01984, `000000384_lnorm` = 1.50021, `000000385_lnorm` = 2.15707, `000000386_lnorm` = 2.04668, `000000387_lnorm` = 1.55484, `000000388_lnorm` = 2.37655, `000000389_lnorm` = 3.94268, `000000390_lnorm` = 2.21834, `000000391_lnorm` = 1.81094, `000000392_lnorm` = 4.19888, `000000393_lnorm` = 0.918216, `000000394_lnorm` = 1.45406, `000000395_lnorm` = 1.53526, `000000396_lnorm` = 2.26637, -`000000397_lnorm` = 2.57149, `000000398_lnorm` = 2.40348, `000000399_lnorm` = 1.73039, `000000400_lnorm` = 2.93577, `000000401_lnorm` = 2.69577, `000000402_lnorm` = 1.79781, `000000403_lnorm` = 1.82191, `000000404_lnorm` = 0.916136, `000000405_lnorm` = 0.89459, `000000406_lnorm` = 3.75364, `000000407_lnorm` = 1.03696, `000000408_lnorm` = 2.90403, `000000409_lnorm` = 1.641, `000000410_lnorm` = 0.919572, `000000411_lnorm` = 2.21855, `000000412_lnorm` = 1.69849, `000000413_lnorm` = 1.7316, `000000414_lnorm` = 1.10058, -`000000415_lnorm` = 1.11313, `000000416_lnorm` = 1.27181, `000000417_lnorm` = 1.30444, `000000418_lnorm` = 2.21173, `000000419_lnorm` = 2.60013, `000000420_lnorm` = 2.44744, `000000421_lnorm` = 1.0187, `000000422_lnorm` = 2.21125, `000000423_lnorm` = 2.16268, `000000424_lnorm` = 1.94559, `000000425_lnorm` = 2.48946, `000000426_lnorm` = 1.13375, `000000427_lnorm` = 1.87002, `000000428_lnorm` = 2.00034, `000000429_lnorm` = 0.87398, `000000430_lnorm` = 0.832158, `000000431_lnorm` = 3.1563, `000000432_lnorm` = 1.42628, -`000000433_lnorm` = 1.64134, `000000434_lnorm` = 1.30208, `000000435_lnorm` = 1.56605, `000000436_lnorm` = 2.81943, `000000437_lnorm` = 2.10071, `000000438_lnorm` = 2.0308, `000000439_lnorm` = 1.14681, `000000440_lnorm` = 1.60425, `000000441_lnorm` = 1.94173, `000000442_lnorm` = 2.32118, `000000443_lnorm` = 1.32111, `000000444_lnorm` = 1.42303, `000000445_lnorm` = 2.13881, `000000446_lnorm` = 1.42681, `000000447_lnorm` = 2.18789, `000000448_lnorm` = 2.17623, `000000449_lnorm` = 3.41329, `000000450_lnorm` = 3.35897, -`000000451_lnorm` = 2.7788, `000000452_lnorm` = 1.8923, `000000453_lnorm` = 1.41734, `000000454_lnorm` = 1.33789, `000000455_lnorm` = 2.09971, `000000456_lnorm` = 1.26299, `000000457_lnorm` = 1.35084, `000000458_lnorm` = 1.44984, `000000459_lnorm` = 2.7659, `000000460_lnorm` = 1.53337, `000000461_lnorm` = 1.59674, `000000462_lnorm` = 2.08784, `000000463_lnorm` = 1.5607, `000000464_lnorm` = 1.12092, `000000465_lnorm` = 2.0189, `000000466_lnorm` = 2.21921, `000000467_lnorm` = 1.34222, `000000468_lnorm` = 2.11337, -`000000469_lnorm` = 2.22503, `000000470_lnorm` = 1.77326, `000000471_lnorm` = 1.74596, `000000472_lnorm` = 2.90492, `000000473_lnorm` = 0.953172, `000000474_lnorm` = 2.73463, `000000475_lnorm` = 2.16017, `000000476_lnorm` = 1.35835, `000000477_lnorm` = 1.27944, `000000478_lnorm` = 2.12859, `000000479_lnorm` = 1.28948, `000000480_lnorm` = 1.08294, `000000481_lnorm` = 1.88055, `000000482_lnorm` = 1.52331, `000000483_lnorm` = 2.0892, `000000484_lnorm` = 1.59584, `000000485_lnorm` = 1.52771, `000000486_lnorm` = 1.34335, -`000000487_lnorm` = 2.77589, `000000488_lnorm` = 1.26331, `000000489_lnorm` = 0.736365, `000000490_lnorm` = 2.87051, `000000491_lnorm` = 1.69302, `000000492_lnorm` = 1.11637, `000000493_lnorm` = 4.20856, `000000494_lnorm` = 1.93802, `000000495_lnorm` = 1.78429, `000000496_lnorm` = 2.07514, `000000497_lnorm` = 2.92751, `000000498_lnorm` = 1.59997, `000000499_lnorm` = 4.43424, `000000500_lnorm` = 3.13961, `000000501_lnorm` = 4.19755, `000000502_lnorm` = 1.43101, `000000503_lnorm` = 1.24887, `000000504_lnorm` = 1.33373, -`000000505_lnorm` = 3.32688, `000000506_lnorm` = 1.43878, `000000507_lnorm` = 2.73052, `000000508_lnorm` = 1.77473, `000000509_lnorm` = 3.87704, `000000510_lnorm` = 1.47882, `000000511_lnorm` = 1.6254, `000000512_lnorm` = 2.10462, `000000513_lnorm` = 1.69433, `000000514_lnorm` = 2.70887, `000000515_lnorm` = 2.54778, `000000516_lnorm` = 1.18789, `000000517_lnorm` = 0.947068, `000000518_lnorm` = 1.88539, `000000519_lnorm` = 1.71256, `000000520_lnorm` = 1.14462, `000000521_lnorm` = 1.27009, `000000522_lnorm` = 2.97767, -`000000523_lnorm` = 1.77179, `000000524_lnorm` = 2.46649, `000000525_lnorm` = 1.14346, `000000526_lnorm` = 1.89515, `000000527_lnorm` = 1.99545, `000000528_lnorm` = 1.14086, `000000529_lnorm` = 1.29784, `000000530_lnorm` = 1.25108, `000000531_lnorm` = 1.15474, `000000532_lnorm` = 1.24787, `000000533_lnorm` = 2.71134, `000000534_lnorm` = 1.79474, `000000535_lnorm` = 2.32163, `000000536_lnorm` = 3.37851, `000000537_lnorm` = 4.36059, `000000538_lnorm` = 2.60727, `000000539_lnorm` = 2.75092, `000000540_lnorm` = 1.5868, -`000000541_lnorm` = 1.1833, `000000542_lnorm` = 1.89417, `000000543_lnorm` = 2.7693, `000000544_lnorm` = 2.34744, `000000545_lnorm` = 2.27461, `000000546_lnorm` = 3.32722, `000000547_lnorm` = 1.95779, `000000548_lnorm` = 1.86549, `000000549_lnorm` = 0.480992, `000000550_lnorm` = 1.47264, `000000551_lnorm` = 1.47393, `000000552_lnorm` = 1.54195, `000000553_lnorm` = 2.2222, `000000554_lnorm` = 0.919692, `000000555_lnorm` = 1.39215, `000000556_lnorm` = 1.32837, `000000557_lnorm` = 2.04919, `000000558_lnorm` = 1.79052, -`000000559_lnorm` = 2.30908, `000000560_lnorm` = 0.631207, `000000561_lnorm` = 3.11303, `000000562_lnorm` = 2.4509, `000000563_lnorm` = 2.13419, `000000564_lnorm` = 2.3248, `000000565_lnorm` = 1.99135, `000000566_lnorm` = 1.94901, `000000567_lnorm` = 2.556, `000000568_lnorm` = 1.05624, `000000569_lnorm` = 1.34003, `000000570_lnorm` = 1.35751, `000000571_lnorm` = 2.1116, `000000572_lnorm` = 1.63934, `000000573_lnorm` = 1.52702, `000000574_lnorm` = 1.45556, `000000575_lnorm` = 2.01982, `000000576_lnorm` = 2.75215, -`000000577_lnorm` = 0.977083, `000000578_lnorm` = 1.3253, `000000579_lnorm` = 2.14799, `000000580_lnorm` = 2.0086, `000000581_lnorm` = 1.60627, `000000582_lnorm` = 2.3921, `000000583_lnorm` = 2.40398, `000000584_lnorm` = 2.9732, `000000585_lnorm` = 2.70107, `000000586_lnorm` = 1.17736, `000000587_lnorm` = 1.5737, `000000588_lnorm` = 1.62547, `000000589_lnorm` = 1.91191, `000000590_lnorm` = 2.4527, `000000591_lnorm` = 1.52415, `000000592_lnorm` = 1.99609, `000000593_lnorm` = 1.6286, `000000594_lnorm` = 1.97753, -`000000595_lnorm` = 1.37223, `000000596_lnorm` = 1.07542, `000000597_lnorm` = 0.854062, `000000598_lnorm` = 1.53575, `000000599_lnorm` = 1.44919, `000000600_lnorm` = 2.04786, `000000601_lnorm` = 2.24642, `000000602_lnorm` = 2.61384, `000000603_lnorm` = 1.65475, `000000604_lnorm` = 2.95767, `000000605_lnorm` = 4.66151, `000000606_lnorm` = 2.22262, `000000607_lnorm` = 2.01575, `000000608_lnorm` = 1.48518, `000000609_lnorm` = 0.862168, `000000610_lnorm` = 1.29858, `000000611_lnorm` = 3.1189, `000000612_lnorm` = 1.72008, -`000000613_lnorm` = 1.09522, `000000614_lnorm` = 1.65268, `000000615_lnorm` = 2.7714, `000000616_lnorm` = 1.2399, `000000617_lnorm` = 1.39014, `000000618_lnorm` = 1.43025, `000000619_lnorm` = 1.06787, `000000620_lnorm` = 1.22254, `000000621_lnorm` = 1.72324, `000000622_lnorm` = 1.71684, `000000623_lnorm` = 2.70181, `000000624_lnorm` = 1.51177, `000000625_lnorm` = 1.25051, `000000626_lnorm` = 1.35754, `000000627_lnorm` = 0.978439, `000000628_lnorm` = 2.75994, `000000629_lnorm` = 2.95655, `000000630_lnorm` = 1.64154, -`000000631_lnorm` = 2.44982, `000000632_lnorm` = 1.65048, `000000633_lnorm` = 1.77068, `000000634_lnorm` = 2.26648, `000000635_lnorm` = 2.08989, `000000636_lnorm` = 2.02099, `000000637_lnorm` = 1.06717, `000000638_lnorm` = 1.11346, `000000639_lnorm` = 1.41083, `000000640_lnorm` = 1.73914, `000000641_lnorm` = 1.44619, `000000642_lnorm` = 2.17064, `000000643_lnorm` = 1.81502, `000000644_lnorm` = 1.74061, `000000645_lnorm` = 1.35166, `000000646_lnorm` = 1.15518, `000000647_lnorm` = 1.87199, `000000648_lnorm` = 2.62931, -`000000649_lnorm` = 2.31078, `000000650_lnorm` = 2.68424, `000000651_lnorm` = 1.75981, `000000652_lnorm` = 1.60339, `000000653_lnorm` = 3.59301, `000000654_lnorm` = 1.10603, `000000655_lnorm` = 2.32442, `000000656_lnorm` = 1.77175, `000000657_lnorm` = 2.20971, `000000658_lnorm` = 1.9106, `000000659_lnorm` = 2.25715, `000000660_lnorm` = 2.06905, `000000661_lnorm` = 2.30818, `000000662_lnorm` = 2.07574, `000000663_lnorm` = 1.77408, `000000664_lnorm` = 2.43579, `000000665_lnorm` = 2.12829, `000000666_lnorm` = 2.20592, -`000000667_lnorm` = 1.17683, `000000668_lnorm` = 1.66624, `000000669_lnorm` = 1.35764, `000000670_lnorm` = 1.78977, `000000671_lnorm` = 1.13356, `000000672_lnorm` = 2.743, `000000673_lnorm` = 1.34269, `000000674_lnorm` = 0.835483, `000000675_lnorm` = 1.51503, `000000676_lnorm` = 1.99193, `000000677_lnorm` = 2.28651, `000000678_lnorm` = 1.16106, `000000679_lnorm` = 2.5245, `000000680_lnorm` = 3.11832, `000000681_lnorm` = 1.94279, `000000682_lnorm` = 2.47932, `000000683_lnorm` = 1.13269, `000000684_lnorm` = 1.69414, -`000000685_lnorm` = 2.28826, `000000686_lnorm` = 1.90979, `000000687_lnorm` = 2.65157, `000000688_lnorm` = 1.41765, `000000689_lnorm` = 2.99469, `000000690_lnorm` = 1.32353, `000000691_lnorm` = 1.45726, `000000692_lnorm` = 1.9734, `000000693_lnorm` = 1.7671, `000000694_lnorm` = 0.908387, `000000695_lnorm` = 2.0966, `000000696_lnorm` = 0.965909, `000000697_lnorm` = 1.44358, `000000698_lnorm` = 2.20382, `000000699_lnorm` = 2.45004, `000000700_lnorm` = 2.90881, `000000701_lnorm` = 1.06315, `000000702_lnorm` = 1.52948, -`000000703_lnorm` = 1.37854, `000000704_lnorm` = 2.45675, `000000705_lnorm` = 1.62565, `000000706_lnorm` = 1.45387, `000000707_lnorm` = 1.79233, `000000708_lnorm` = 1.45578, `000000709_lnorm` = 3.58953, `000000710_lnorm` = 2.75588, `000000711_lnorm` = 2.18121, `000000712_lnorm` = 1.96544, `000000713_lnorm` = 1.42123, `000000714_lnorm` = 1.88976, `000000715_lnorm` = 2.03469, `000000716_lnorm` = 1.83556, `000000717_lnorm` = 1.14725, `000000718_lnorm` = 2.15482, `000000719_lnorm` = 2.8368, `000000720_lnorm` = 1.35482, -`000000721_lnorm` = 1.31997, `000000722_lnorm` = 1.58891, `000000723_lnorm` = 4.39375, `000000724_lnorm` = 1.29783, `000000725_lnorm` = 2.57891, `000000726_lnorm` = 1.25922, `000000727_lnorm` = 1.23203, `000000728_lnorm` = 1.46578, `000000729_lnorm` = 1.29022, `000000730_lnorm` = 2.60901, `000000731_lnorm` = 1.98286, `000000732_lnorm` = 2.0439, `000000733_lnorm` = 2.82228, `000000734_lnorm` = 1.37751, `000000735_lnorm` = 2.45163, `000000736_lnorm` = 1.21816, `000000737_lnorm` = 1.15335, `000000738_lnorm` = 1.78975, -`000000739_lnorm` = 1.53569, `000000740_lnorm` = 2.21331, `000000741_lnorm` = 1.98769, `000000742_lnorm` = 1.87514, `000000743_lnorm` = 1.04263, `000000744_lnorm` = 1.86318, `000000745_lnorm` = 2.22433, `000000746_lnorm` = 2.00088, `000000747_lnorm` = 2.68541, `000000748_lnorm` = 3.36272, `000000749_lnorm` = 1.84895, `000000750_lnorm` = 1.67284, `000000751_lnorm` = 1.82971, `000000752_lnorm` = 0.966564, `000000753_lnorm` = 2.94891, `000000754_lnorm` = 2.02551, `000000755_lnorm` = 2.14384, `000000756_lnorm` = 1.6156, -`000000757_lnorm` = 1.3463, `000000758_lnorm` = 2.46316, `000000759_lnorm` = 1.82355, `000000760_lnorm` = 2.20365, `000000761_lnorm` = 1.81595, `000000762_lnorm` = 1.39895, `000000763_lnorm` = 1.11402, `000000764_lnorm` = 1.0403, `000000765_lnorm` = 3.46626, `000000766_lnorm` = 0.612317, `000000767_lnorm` = 2.21868, `000000768_lnorm` = 1.02169, `000000769_lnorm` = 1.85731, `000000770_lnorm` = 1.3162, `000000771_lnorm` = 1.3084, `000000772_lnorm` = 1.03984, `000000773_lnorm` = 2.21969, `000000774_lnorm` = 1.40523, -`000000775_lnorm` = 1.63671, `000000776_lnorm` = 2.35502, `000000777_lnorm` = 2.13487, `000000778_lnorm` = 1.59329, `000000779_lnorm` = 2.27574, `000000780_lnorm` = 0.656166, `000000781_lnorm` = 1.9215, `000000782_lnorm` = 1.50653, `000000783_lnorm` = 1.52454, `000000784_lnorm` = 1.40982, `000000785_lnorm` = 1.89923, `000000786_lnorm` = 3.55173, `000000787_lnorm` = 1.0151, `000000788_lnorm` = 1.73649, `000000789_lnorm` = 2.21852, `000000790_lnorm` = 1.67646, `000000791_lnorm` = 2.53567, `000000792_lnorm` = 1.78863, -`000000793_lnorm` = 1.38939, `000000794_lnorm` = 1.73823, `000000795_lnorm` = 1.93236, `000000796_lnorm` = 2.27247, `000000797_lnorm` = 1.9506, `000000798_lnorm` = 2.79071, `000000799_lnorm` = 1.85945, `000000800_lnorm` = 1.697, `000000801_lnorm` = 1.20041, `000000802_lnorm` = 2.30994, `000000803_lnorm` = 2.28004, `000000804_lnorm` = 2.12277, `000000805_lnorm` = 1.40852, `000000806_lnorm` = 2.70247, `000000807_lnorm` = 0.952191, `000000808_lnorm` = 1.76159, `000000809_lnorm` = 1.55078, `000000810_lnorm` = 1.46163, -`000000811_lnorm` = 2.11149, `000000812_lnorm` = 1.11352, `000000813_lnorm` = 2.7389, `000000814_lnorm` = 1.51083, `000000815_lnorm` = 1.2664, `000000816_lnorm` = 1.60513, `000000817_lnorm` = 1.05833, `000000818_lnorm` = 1.68812, `000000819_lnorm` = 2.66027, `000000820_lnorm` = 1.65418, `000000821_lnorm` = 1.08778, `000000822_lnorm` = 1.33578, `000000823_lnorm` = 1.09943, `000000824_lnorm` = 1.50982, `000000825_lnorm` = 1.619, `000000826_lnorm` = 2.30469, `000000827_lnorm` = 0.855125, `000000828_lnorm` = 2.42884, -`000000829_lnorm` = 1.38089, `000000830_lnorm` = 4.4522, `000000831_lnorm` = 1.66964, `000000832_lnorm` = 1.85568, `000000833_lnorm` = 1.08886, `000000834_lnorm` = 0.921413, `000000835_lnorm` = 1.46622, `000000836_lnorm` = 2.73844, `000000837_lnorm` = 1.58314, `000000838_lnorm` = 1.38034, `000000839_lnorm` = 4.41954, `000000840_lnorm` = 0.943256, `000000841_lnorm` = 2.27984, `000000842_lnorm` = 0.912846, `000000843_lnorm` = 3.55196, `000000844_lnorm` = 1.1334, `000000845_lnorm` = 1.32162, `000000846_lnorm` = 1.15393, -`000000847_lnorm` = 1.98562, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42929, `000000851_lnorm` = 4.14374, `000000852_lnorm` = 1.43422, `000000853_lnorm` = 1.86874, `000000854_lnorm` = 2.12603, `000000855_lnorm` = 1.61319, `000000856_lnorm` = 2.90886, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36495, `000000860_lnorm` = 1.34749, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52777, `000000863_lnorm` = 0.600718, `000000864_lnorm` = 1.09026, -`000000865_lnorm` = 2.03663, `000000866_lnorm` = 1.49139, `000000867_lnorm` = 1.12194, `000000868_lnorm` = 1.07614, `000000869_lnorm` = 1.8528, `000000870_lnorm` = 2.95831, `000000871_lnorm` = 2.98388, `000000872_lnorm` = 2.99172, `000000873_lnorm` = 2.63005, `000000874_lnorm` = 2.71377, `000000875_lnorm` = 2.88341, `000000876_lnorm` = 1.53379, `000000877_lnorm` = 1.38716, `000000878_lnorm` = 1.82626, `000000879_lnorm` = 2.14879, `000000880_lnorm` = 1.45224, `000000881_lnorm` = 2.03255, `000000882_lnorm` = 1.23025, -`000000883_lnorm` = 4.04123, `000000884_lnorm` = 1.87984, `000000885_lnorm` = 0.920501, `000000886_lnorm` = 1.39447, `000000887_lnorm` = 2.25379, `000000888_lnorm` = 1.17532, `000000889_lnorm` = 1.54539, `000000890_lnorm` = 1.16774, `000000891_lnorm` = 1.62573, `000000892_lnorm` = 0.973674, `000000893_lnorm` = 1.10345, `000000894_lnorm` = 1.55087, `000000895_lnorm` = 1.43027, `000000896_lnorm` = 0.962508, `000000897_lnorm` = 2.10172, `000000898_lnorm` = 1.45381, `000000899_lnorm` = 2.50912, `000000900_lnorm` = 0.829115, -`000000901_lnorm` = 1.49204, `000000902_lnorm` = 1.97533, `000000903_lnorm` = 1.08147, `000000904_lnorm` = 1.12325, `000000905_lnorm` = 1.646, `000000906_lnorm` = 0.996106, `000000907_lnorm` = 3.10322, `000000908_lnorm` = 1.11549, `000000909_lnorm` = 1.86724, `000000910_lnorm` = 1.93593, `000000911_lnorm` = 0.86112, `000000912_lnorm` = 2.97445, `000000913_lnorm` = 2.62286, `000000914_lnorm` = 3.12933, `000000915_lnorm` = 1.27296, `000000916_lnorm` = 1.42102, `000000917_lnorm` = 1.6307, `000000918_lnorm` = 3.45913, -`000000919_lnorm` = 2.76522, `000000920_lnorm` = 0.692321, `000000921_lnorm` = 1.22273, `000000922_lnorm` = 1.62976, `000000923_lnorm` = 1.63548, `000000924_lnorm` = 1.49555, `000000925_lnorm` = 2.0772, `000000926_lnorm` = 2.28571, `000000927_lnorm` = 2.10495, `000000928_lnorm` = 0.715006, `000000929_lnorm` = 1.32799, `000000930_lnorm` = 2.34716, `000000931_lnorm` = 1.48491, `000000932_lnorm` = 1.79497, `000000933_lnorm` = 2.20081, `000000934_lnorm` = 1.68292, `000000935_lnorm` = 3.47905, `000000936_lnorm` = 2.10751, -`000000937_lnorm` = 2.46339, `000000938_lnorm` = 2.88347, `000000939_lnorm` = 1.03523, `000000940_lnorm` = 1.82538, `000000941_lnorm` = 1.64746, `000000942_lnorm` = 1.83653, `000000943_lnorm` = 2.17435, `000000944_lnorm` = 2.34556, `000000945_lnorm` = 1.35487, `000000946_lnorm` = 2.66805, `000000947_lnorm` = 1.3845, `000000948_lnorm` = 0.992331, `000000949_lnorm` = 1.2798, `000000950_lnorm` = 2.11437, `000000951_lnorm` = 1.54769, `000000952_lnorm` = 1.28011, `000000953_lnorm` = 1.13938, `000000954_lnorm` = 2.31567, -`000000955_lnorm` = 1.23917, `000000956_lnorm` = 1.09096, `000000957_lnorm` = 1.80177, `000000958_lnorm` = 1.40609, `000000959_lnorm` = 2.03731, `000000960_lnorm` = 1.96243, `000000961_lnorm` = 1.47829, `000000962_lnorm` = 1.54191, `000000963_lnorm` = 1.50901, `000000964_lnorm` = 1.58542, `000000965_lnorm` = 1.30164, `000000966_lnorm` = 1.54642, `000000967_lnorm` = 0.985906, `000000968_lnorm` = 1.74622, `000000969_lnorm` = 2.40104, `000000970_lnorm` = 1.47237, `000000971_lnorm` = 1.01637, `000000972_lnorm` = 2.01739, -`000000973_lnorm` = 1.27309, `000000974_lnorm` = 1.34581, `000000975_lnorm` = 1.66014, `000000976_lnorm` = 1.64592, `000000977_lnorm` = 1.23841, `000000978_lnorm` = 1.86099, `000000979_lnorm` = 1.95426, `000000980_lnorm` = 0.994339, `000000981_lnorm` = 1.2769, `000000982_lnorm` = 1.25549, `000000983_lnorm` = 1.55396, `000000984_lnorm` = 1.32035, `000000985_lnorm` = 1.27725, `000000986_lnorm` = 2.93347, `000000987_lnorm` = 2.10903, `000000988_lnorm` = 1.23574, `000000989_lnorm` = 2.31355, `000000990_lnorm` = 2.02261, -`000000991_lnorm` = 1.98182, `000000992_lnorm` = 1.36425, `000000993_lnorm` = 1.3906, `000000994_lnorm` = 2.13309, `000000995_lnorm` = 1.17508, `000000996_lnorm` = 2.05745, `000000997_lnorm` = 2.25295, `000000998_lnorm` = 2.0945, `000000999_lnorm` = 1.28197, `000001000_lnorm` = 0.917713)" +average,0.05,1.68117,0.682856,1.11342,2.76012,1,parametric,1000,1,"c(`000000001_lnorm` = 1.29091, `000000002_lnorm` = 2.32183, `000000003_lnorm` = 1.62344, `000000004_lnorm` = 1.434, `000000005_lnorm` = 1.81625, `000000006_lnorm` = 2.64477, `000000007_lnorm` = 1.9797, `000000008_lnorm` = 1.40648, `000000009_lnorm` = 1.75896, `000000010_lnorm` = 2.52819, `000000011_lnorm` = 1.75286, `000000012_lnorm` = 2.64467, `000000013_lnorm` = 1.89607, `000000014_lnorm` = 1.42891, `000000015_lnorm` = 2.04596, `000000016_lnorm` = 1.076, `000000017_lnorm` = 1.82926, `000000018_lnorm` = 1.77754, +`000000019_lnorm` = 1.81362, `000000020_lnorm` = 1.56522, `000000021_lnorm` = 1.31328, `000000022_lnorm` = 2.34267, `000000023_lnorm` = 1.95807, `000000024_lnorm` = 0.979763, `000000025_lnorm` = 1.90104, `000000026_lnorm` = 1.31927, `000000027_lnorm` = 1.22681, `000000028_lnorm` = 1.36297, `000000029_lnorm` = 2.03217, `000000030_lnorm` = 1.48939, `000000031_lnorm` = 2.32383, `000000032_lnorm` = 2.76469, `000000033_lnorm` = 2.12493, `000000034_lnorm` = 1.16584, `000000035_lnorm` = 2.24326, `000000036_lnorm` = 1.85553, +`000000037_lnorm` = 2.58016, `000000038_lnorm` = 2.13527, `000000039_lnorm` = 1.12606, `000000040_lnorm` = 1.92818, `000000041_lnorm` = 2.02068, `000000042_lnorm` = 1.98607, `000000043_lnorm` = 2.96207, `000000044_lnorm` = 1.00953, `000000045_lnorm` = 0.524815, `000000046_lnorm` = 2.7306, `000000047_lnorm` = 1.49194, `000000048_lnorm` = 1.52999, `000000049_lnorm` = 1.91416, `000000050_lnorm` = 0.919342, `000000051_lnorm` = 0.984983, `000000052_lnorm` = 1.63899, `000000053_lnorm` = 1.26687, `000000054_lnorm` = 1.31936, +`000000055_lnorm` = 1.15461, `000000056_lnorm` = 1.35223, `000000057_lnorm` = 2.41231, `000000058_lnorm` = 0.732407, `000000059_lnorm` = 1.9412, `000000060_lnorm` = 1.82985, `000000061_lnorm` = 1.80799, `000000062_lnorm` = 1.09987, `000000063_lnorm` = 1.46472, `000000064_lnorm` = 1.07241, `000000065_lnorm` = 1.27812, `000000066_lnorm` = 1.83395, `000000067_lnorm` = 1.30446, `000000068_lnorm` = 1.2981, `000000069_lnorm` = 1.20418, `000000070_lnorm` = 2.83823, `000000071_lnorm` = 1.18793, `000000072_lnorm` = 2.01091, +`000000073_lnorm` = 1.79121, `000000074_lnorm` = 1.15301, `000000075_lnorm` = 1.91059, `000000076_lnorm` = 1.57129, `000000077_lnorm` = 2.16167, `000000078_lnorm` = 1.9946, `000000079_lnorm` = 2.74488, `000000080_lnorm` = 2.45766, `000000081_lnorm` = 1.38901, `000000082_lnorm` = 1.77219, `000000083_lnorm` = 2.34755, `000000084_lnorm` = 1.99894, `000000085_lnorm` = 1.53281, `000000086_lnorm` = 2.63432, `000000087_lnorm` = 1.70809, `000000088_lnorm` = 1.86773, `000000089_lnorm` = 1.98204, `000000090_lnorm` = 2.62623, +`000000091_lnorm` = 2.31919, `000000092_lnorm` = 1.75354, `000000093_lnorm` = 1.59699, `000000094_lnorm` = 1.73771, `000000095_lnorm` = 2.15879, `000000096_lnorm` = 2.76178, `000000097_lnorm` = 1.34876, `000000098_lnorm` = 1.48579, `000000099_lnorm` = 2.35546, `000000100_lnorm` = 1.28161, `000000101_lnorm` = 1.40289, `000000102_lnorm` = 3.68421, `000000103_lnorm` = 2.36213, `000000104_lnorm` = 2.0522, `000000105_lnorm` = 1.14376, `000000106_lnorm` = 1.78657, `000000107_lnorm` = 1.74016, `000000108_lnorm` = 1.32566, +`000000109_lnorm` = 3.36174, `000000110_lnorm` = 1.49743, `000000111_lnorm` = 1.46767, `000000112_lnorm` = 1.47672, `000000113_lnorm` = 1.68099, `000000114_lnorm` = 2.33906, `000000115_lnorm` = 1.43903, `000000116_lnorm` = 0.709154, `000000117_lnorm` = 0.770378, `000000118_lnorm` = 2.2042, `000000119_lnorm` = 3.44236, `000000120_lnorm` = 1.3995, `000000121_lnorm` = 1.18715, `000000122_lnorm` = 1.64168, `000000123_lnorm` = 2.15108, `000000124_lnorm` = 2.45261, `000000125_lnorm` = 2.14768, `000000126_lnorm` = 2.24817, +`000000127_lnorm` = 2.55814, `000000128_lnorm` = 2.03521, `000000129_lnorm` = 2.90726, `000000130_lnorm` = 1.4112, `000000131_lnorm` = 2.47096, `000000132_lnorm` = 1.22084, `000000133_lnorm` = 2.69526, `000000134_lnorm` = 1.97344, `000000135_lnorm` = 1.71554, `000000136_lnorm` = 1.72117, `000000137_lnorm` = 4.51797, `000000138_lnorm` = 2.22872, `000000139_lnorm` = 3.48639, `000000140_lnorm` = 1.5389, `000000141_lnorm` = 2.00422, `000000142_lnorm` = 2.33338, `000000143_lnorm` = 1.37927, `000000144_lnorm` = 2.16221, +`000000145_lnorm` = 2.53269, `000000146_lnorm` = 1.38425, `000000147_lnorm` = 2.00788, `000000148_lnorm` = 1.31033, `000000149_lnorm` = 2.37918, `000000150_lnorm` = 0.949034, `000000151_lnorm` = 2.28725, `000000152_lnorm` = 1.29019, `000000153_lnorm` = 2.63461, `000000154_lnorm` = 1.64242, `000000155_lnorm` = 1.66381, `000000156_lnorm` = 1.61202, `000000157_lnorm` = 1.97332, `000000158_lnorm` = 1.39119, `000000159_lnorm` = 1.97515, `000000160_lnorm` = 2.93092, `000000161_lnorm` = 1.92314, `000000162_lnorm` = 1.31012, +`000000163_lnorm` = 1.77709, `000000164_lnorm` = 2.2523, `000000165_lnorm` = 1.61185, `000000166_lnorm` = 2.71488, `000000167_lnorm` = 1.53472, `000000168_lnorm` = 1.21652, `000000169_lnorm` = 2.29438, `000000170_lnorm` = 2.67321, `000000171_lnorm` = 1.12951, `000000172_lnorm` = 1.84354, `000000173_lnorm` = 4.08301, `000000174_lnorm` = 1.49518, `000000175_lnorm` = 1.34551, `000000176_lnorm` = 1.70373, `000000177_lnorm` = 1.6595, `000000178_lnorm` = 1.575, `000000179_lnorm` = 2.15906, `000000180_lnorm` = 1.7929, +`000000181_lnorm` = 1.96763, `000000182_lnorm` = 1.57101, `000000183_lnorm` = 2.83637, `000000184_lnorm` = 2.97611, `000000185_lnorm` = 1.1848, `000000186_lnorm` = 2.06271, `000000187_lnorm` = 1.76131, `000000188_lnorm` = 2.49662, `000000189_lnorm` = 0.683873, `000000190_lnorm` = 2.78282, `000000191_lnorm` = 0.923406, `000000192_lnorm` = 2.02137, `000000193_lnorm` = 2.34054, `000000194_lnorm` = 2.4864, `000000195_lnorm` = 1.8245, `000000196_lnorm` = 1.92975, `000000197_lnorm` = 2.12464, `000000198_lnorm` = 2.41836, +`000000199_lnorm` = 2.27514, `000000200_lnorm` = 1.68233, `000000201_lnorm` = 0.95175, `000000202_lnorm` = 1.79286, `000000203_lnorm` = 1.0225, `000000204_lnorm` = 3.65623, `000000205_lnorm` = 1.58279, `000000206_lnorm` = 2.56041, `000000207_lnorm` = 1.63661, `000000208_lnorm` = 2.37805, `000000209_lnorm` = 1.81253, `000000210_lnorm` = 1.19601, `000000211_lnorm` = 2.11508, `000000212_lnorm` = 1.5009, `000000213_lnorm` = 1.9014, `000000214_lnorm` = 1.18229, `000000215_lnorm` = 3.0938, `000000216_lnorm` = 1.52568, +`000000217_lnorm` = 1.5591, `000000218_lnorm` = 1.111, `000000219_lnorm` = 1.61811, `000000220_lnorm` = 1.40567, `000000221_lnorm` = 1.92318, `000000222_lnorm` = 2.01052, `000000223_lnorm` = 1.41332, `000000224_lnorm` = 2.93397, `000000225_lnorm` = 1.4652, `000000226_lnorm` = 1.30126, `000000227_lnorm` = 2.30988, `000000228_lnorm` = 1.19668, `000000229_lnorm` = 1.13458, `000000230_lnorm` = 2.25383, `000000231_lnorm` = 1.72354, `000000232_lnorm` = 2.94255, `000000233_lnorm` = 2.01322, `000000234_lnorm` = 2.41204, +`000000235_lnorm` = 2.23295, `000000236_lnorm` = 2.58725, `000000237_lnorm` = 1.81906, `000000238_lnorm` = 1.30274, `000000239_lnorm` = 2.29129, `000000240_lnorm` = 1.07857, `000000241_lnorm` = 1.00845, `000000242_lnorm` = 2.1734, `000000243_lnorm` = 2.80348, `000000244_lnorm` = 1.09174, `000000245_lnorm` = 1.57453, `000000246_lnorm` = 1.53233, `000000247_lnorm` = 1.13467, `000000248_lnorm` = 1.57223, `000000249_lnorm` = 1.3564, `000000250_lnorm` = 1.57845, `000000251_lnorm` = 3.4036, `000000252_lnorm` = 2.15519, +`000000253_lnorm` = 0.957093, `000000254_lnorm` = 1.71972, `000000255_lnorm` = 1.246, `000000256_lnorm` = 1.64064, `000000257_lnorm` = 1.85753, `000000258_lnorm` = 2.32516, `000000259_lnorm` = 1.53653, `000000260_lnorm` = 4.93481, `000000261_lnorm` = 2.92565, `000000262_lnorm` = 1.80186, `000000263_lnorm` = 1.30003, `000000264_lnorm` = 3.32539, `000000265_lnorm` = 1.0091, `000000266_lnorm` = 1.3714, `000000267_lnorm` = 1.49066, `000000268_lnorm` = 1.1618, `000000269_lnorm` = 2.1701, `000000270_lnorm` = 1.93628, +`000000271_lnorm` = 1.93382, `000000272_lnorm` = 1.56229, `000000273_lnorm` = 1.934, `000000274_lnorm` = 1.48944, `000000275_lnorm` = 1.56079, `000000276_lnorm` = 2.76426, `000000277_lnorm` = 1.41112, `000000278_lnorm` = 3.02989, `000000279_lnorm` = 1.20218, `000000280_lnorm` = 1.1792, `000000281_lnorm` = 3.31633, `000000282_lnorm` = 2.2934, `000000283_lnorm` = 1.75066, `000000284_lnorm` = 2.23802, `000000285_lnorm` = 1.73284, `000000286_lnorm` = 2.27552, `000000287_lnorm` = 1.06919, `000000288_lnorm` = 2.22348, +`000000289_lnorm` = 1.43162, `000000290_lnorm` = 2.38861, `000000291_lnorm` = 1.9776, `000000292_lnorm` = 1.75614, `000000293_lnorm` = 1.51279, `000000294_lnorm` = 4.17683, `000000295_lnorm` = 1.10022, `000000296_lnorm` = 3.42715, `000000297_lnorm` = 1.28568, `000000298_lnorm` = 1.91588, `000000299_lnorm` = 1.14508, `000000300_lnorm` = 1.36317, `000000301_lnorm` = 1.23333, `000000302_lnorm` = 1.07114, `000000303_lnorm` = 1.85, `000000304_lnorm` = 2.22284, `000000305_lnorm` = 1.22098, `000000306_lnorm` = 0.769896, +`000000307_lnorm` = 2.26782, `000000308_lnorm` = 2.76717, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.79249, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.4948, `000000315_lnorm` = 2.28877, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49333, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97666, `000000320_lnorm` = 2.11935, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93248, +`000000325_lnorm` = 1.48784, `000000326_lnorm` = 2.98808, `000000327_lnorm` = 2.30993, `000000328_lnorm` = 2.99876, `000000329_lnorm` = 1.74099, `000000330_lnorm` = 1.88756, `000000331_lnorm` = 2.04143, `000000332_lnorm` = 1.25144, `000000333_lnorm` = 1.57906, `000000334_lnorm` = 1.00787, `000000335_lnorm` = 1.2126, `000000336_lnorm` = 1.9552, `000000337_lnorm` = 2.82747, `000000338_lnorm` = 1.90187, `000000339_lnorm` = 1.42327, `000000340_lnorm` = 1.43655, `000000341_lnorm` = 1.09694, `000000342_lnorm` = 1.33248, +`000000343_lnorm` = 1.19027, `000000344_lnorm` = 1.97183, `000000345_lnorm` = 1.77387, `000000346_lnorm` = 1.07524, `000000347_lnorm` = 2.13797, `000000348_lnorm` = 2.16009, `000000349_lnorm` = 2.22319, `000000350_lnorm` = 2.71378, `000000351_lnorm` = 1.83287, `000000352_lnorm` = 2.48058, `000000353_lnorm` = 1.04259, `000000354_lnorm` = 1.55658, `000000355_lnorm` = 2.4289, `000000356_lnorm` = 3.13694, `000000357_lnorm` = 1.00273, `000000358_lnorm` = 1.32141, `000000359_lnorm` = 1.9265, `000000360_lnorm` = 1.34318, +`000000361_lnorm` = 1.42568, `000000362_lnorm` = 1.01439, `000000363_lnorm` = 1.49848, `000000364_lnorm` = 2.22676, `000000365_lnorm` = 1.62128, `000000366_lnorm` = 2.04695, `000000367_lnorm` = 1.18601, `000000368_lnorm` = 1.20376, `000000369_lnorm` = 1.2206, `000000370_lnorm` = 1.90946, `000000371_lnorm` = 1.13542, `000000372_lnorm` = 1.6593, `000000373_lnorm` = 1.46797, `000000374_lnorm` = 1.57447, `000000375_lnorm` = 1.85693, `000000376_lnorm` = 1.4851, `000000377_lnorm` = 1.42377, `000000378_lnorm` = 1.59597, +`000000379_lnorm` = 1.93396, `000000380_lnorm` = 1.23379, `000000381_lnorm` = 1.44014, `000000382_lnorm` = 1.83959, `000000383_lnorm` = 2.01984, `000000384_lnorm` = 1.50021, `000000385_lnorm` = 2.15706, `000000386_lnorm` = 2.04668, `000000387_lnorm` = 1.55483, `000000388_lnorm` = 2.37654, `000000389_lnorm` = 3.94267, `000000390_lnorm` = 2.21834, `000000391_lnorm` = 1.81093, `000000392_lnorm` = 4.19887, `000000393_lnorm` = 0.918212, `000000394_lnorm` = 1.45406, `000000395_lnorm` = 1.53526, `000000396_lnorm` = 2.26637, +`000000397_lnorm` = 2.57149, `000000398_lnorm` = 2.40347, `000000399_lnorm` = 1.73039, `000000400_lnorm` = 2.93577, `000000401_lnorm` = 2.69576, `000000402_lnorm` = 1.7978, `000000403_lnorm` = 1.82191, `000000404_lnorm` = 0.916132, `000000405_lnorm` = 0.894586, `000000406_lnorm` = 3.75364, `000000407_lnorm` = 1.03696, `000000408_lnorm` = 2.90402, `000000409_lnorm` = 1.64099, `000000410_lnorm` = 0.919569, `000000411_lnorm` = 2.21855, `000000412_lnorm` = 1.69848, `000000413_lnorm` = 1.73159, `000000414_lnorm` = 1.10058, +`000000415_lnorm` = 1.11313, `000000416_lnorm` = 1.2718, `000000417_lnorm` = 1.30444, `000000418_lnorm` = 2.21172, `000000419_lnorm` = 2.60012, `000000420_lnorm` = 2.44744, `000000421_lnorm` = 1.0187, `000000422_lnorm` = 2.21125, `000000423_lnorm` = 2.16267, `000000424_lnorm` = 1.94559, `000000425_lnorm` = 2.48945, `000000426_lnorm` = 1.13375, `000000427_lnorm` = 1.87002, `000000428_lnorm` = 2.00033, `000000429_lnorm` = 0.873976, `000000430_lnorm` = 0.832154, `000000431_lnorm` = 3.1563, `000000432_lnorm` = 1.42627, +`000000433_lnorm` = 1.64134, `000000434_lnorm` = 1.30208, `000000435_lnorm` = 1.56605, `000000436_lnorm` = 2.81942, `000000437_lnorm` = 2.1007, `000000438_lnorm` = 2.0308, `000000439_lnorm` = 1.14681, `000000440_lnorm` = 1.60425, `000000441_lnorm` = 1.94172, `000000442_lnorm` = 2.32118, `000000443_lnorm` = 1.3211, `000000444_lnorm` = 1.42303, `000000445_lnorm` = 2.13881, `000000446_lnorm` = 1.4268, `000000447_lnorm` = 2.18789, `000000448_lnorm` = 2.17622, `000000449_lnorm` = 3.41329, `000000450_lnorm` = 3.35896, +`000000451_lnorm` = 2.77879, `000000452_lnorm` = 1.8923, `000000453_lnorm` = 1.41733, `000000454_lnorm` = 1.33789, `000000455_lnorm` = 2.0997, `000000456_lnorm` = 1.26299, `000000457_lnorm` = 1.35083, `000000458_lnorm` = 1.44983, `000000459_lnorm` = 2.76589, `000000460_lnorm` = 1.53337, `000000461_lnorm` = 1.59673, `000000462_lnorm` = 2.08783, `000000463_lnorm` = 1.56069, `000000464_lnorm` = 1.12092, `000000465_lnorm` = 2.0189, `000000466_lnorm` = 2.2192, `000000467_lnorm` = 1.34221, `000000468_lnorm` = 2.11337, +`000000469_lnorm` = 2.22503, `000000470_lnorm` = 1.77325, `000000471_lnorm` = 1.74596, `000000472_lnorm` = 2.90492, `000000473_lnorm` = 0.953169, `000000474_lnorm` = 2.73462, `000000475_lnorm` = 2.16016, `000000476_lnorm` = 1.35835, `000000477_lnorm` = 1.27943, `000000478_lnorm` = 2.12858, `000000479_lnorm` = 1.28948, `000000480_lnorm` = 1.08294, `000000481_lnorm` = 1.88055, `000000482_lnorm` = 1.52331, `000000483_lnorm` = 2.08919, `000000484_lnorm` = 1.59584, `000000485_lnorm` = 1.52771, `000000486_lnorm` = 1.34335, +`000000487_lnorm` = 2.77588, `000000488_lnorm` = 1.26331, `000000489_lnorm` = 0.736362, `000000490_lnorm` = 2.87051, `000000491_lnorm` = 1.69302, `000000492_lnorm` = 1.11636, `000000493_lnorm` = 4.20855, `000000494_lnorm` = 1.93802, `000000495_lnorm` = 1.78429, `000000496_lnorm` = 2.07513, `000000497_lnorm` = 2.9275, `000000498_lnorm` = 1.59997, `000000499_lnorm` = 4.43423, `000000500_lnorm` = 3.1396, `000000501_lnorm` = 4.19754, `000000502_lnorm` = 1.43101, `000000503_lnorm` = 1.24887, `000000504_lnorm` = 1.33372, +`000000505_lnorm` = 3.32688, `000000506_lnorm` = 1.43877, `000000507_lnorm` = 2.73052, `000000508_lnorm` = 1.77473, `000000509_lnorm` = 3.87704, `000000510_lnorm` = 1.47882, `000000511_lnorm` = 1.62539, `000000512_lnorm` = 2.10461, `000000513_lnorm` = 1.69433, `000000514_lnorm` = 2.70887, `000000515_lnorm` = 2.54778, `000000516_lnorm` = 1.18788, `000000517_lnorm` = 0.947065, `000000518_lnorm` = 1.88539, `000000519_lnorm` = 1.71256, `000000520_lnorm` = 1.14461, `000000521_lnorm` = 1.27008, `000000522_lnorm` = 2.97766, +`000000523_lnorm` = 1.77179, `000000524_lnorm` = 2.46649, `000000525_lnorm` = 1.14346, `000000526_lnorm` = 1.89514, `000000527_lnorm` = 1.99545, `000000528_lnorm` = 1.14086, `000000529_lnorm` = 1.29784, `000000530_lnorm` = 1.25107, `000000531_lnorm` = 1.15474, `000000532_lnorm` = 1.24787, `000000533_lnorm` = 2.71133, `000000534_lnorm` = 1.79474, `000000535_lnorm` = 2.32162, `000000536_lnorm` = 3.3785, `000000537_lnorm` = 4.36059, `000000538_lnorm` = 2.60727, `000000539_lnorm` = 2.75091, `000000540_lnorm` = 1.5868, +`000000541_lnorm` = 1.1833, `000000542_lnorm` = 1.89416, `000000543_lnorm` = 2.7693, `000000544_lnorm` = 2.34744, `000000545_lnorm` = 2.2746, `000000546_lnorm` = 3.32722, `000000547_lnorm` = 1.95779, `000000548_lnorm` = 1.86548, `000000549_lnorm` = 0.480989, `000000550_lnorm` = 1.47263, `000000551_lnorm` = 1.47392, `000000552_lnorm` = 1.54194, `000000553_lnorm` = 2.22219, `000000554_lnorm` = 0.919689, `000000555_lnorm` = 1.39214, `000000556_lnorm` = 1.32837, `000000557_lnorm` = 2.04919, `000000558_lnorm` = 1.79051, +`000000559_lnorm` = 2.30908, `000000560_lnorm` = 0.631205, `000000561_lnorm` = 3.11303, `000000562_lnorm` = 2.4509, `000000563_lnorm` = 2.13419, `000000564_lnorm` = 2.32479, `000000565_lnorm` = 1.99135, `000000566_lnorm` = 1.94901, `000000567_lnorm` = 2.55599, `000000568_lnorm` = 1.05623, `000000569_lnorm` = 1.34003, `000000570_lnorm` = 1.3575, `000000571_lnorm` = 2.1116, `000000572_lnorm` = 1.63934, `000000573_lnorm` = 1.52701, `000000574_lnorm` = 1.45555, `000000575_lnorm` = 2.01982, `000000576_lnorm` = 2.75215, +`000000577_lnorm` = 0.977079, `000000578_lnorm` = 1.3253, `000000579_lnorm` = 2.14799, `000000580_lnorm` = 2.0086, `000000581_lnorm` = 1.60626, `000000582_lnorm` = 2.3921, `000000583_lnorm` = 2.40397, `000000584_lnorm` = 2.9732, `000000585_lnorm` = 2.70107, `000000586_lnorm` = 1.17736, `000000587_lnorm` = 1.5737, `000000588_lnorm` = 1.62547, `000000589_lnorm` = 1.91191, `000000590_lnorm` = 2.45269, `000000591_lnorm` = 1.52415, `000000592_lnorm` = 1.99608, `000000593_lnorm` = 1.6286, `000000594_lnorm` = 1.97753, +`000000595_lnorm` = 1.37223, `000000596_lnorm` = 1.07541, `000000597_lnorm` = 0.854059, `000000598_lnorm` = 1.53575, `000000599_lnorm` = 1.44919, `000000600_lnorm` = 2.04786, `000000601_lnorm` = 2.24641, `000000602_lnorm` = 2.61384, `000000603_lnorm` = 1.65474, `000000604_lnorm` = 2.95766, `000000605_lnorm` = 4.66151, `000000606_lnorm` = 2.22262, `000000607_lnorm` = 2.01574, `000000608_lnorm` = 1.48518, `000000609_lnorm` = 0.862165, `000000610_lnorm` = 1.29857, `000000611_lnorm` = 3.1189, `000000612_lnorm` = 1.72007, +`000000613_lnorm` = 1.09522, `000000614_lnorm` = 1.65267, `000000615_lnorm` = 2.7714, `000000616_lnorm` = 1.2399, `000000617_lnorm` = 1.39014, `000000618_lnorm` = 1.43025, `000000619_lnorm` = 1.06787, `000000620_lnorm` = 1.22254, `000000621_lnorm` = 1.72323, `000000622_lnorm` = 1.71684, `000000623_lnorm` = 2.70181, `000000624_lnorm` = 1.51176, `000000625_lnorm` = 1.2505, `000000626_lnorm` = 1.35754, `000000627_lnorm` = 0.978435, `000000628_lnorm` = 2.75994, `000000629_lnorm` = 2.95654, `000000630_lnorm` = 1.64154, +`000000631_lnorm` = 2.44981, `000000632_lnorm` = 1.65048, `000000633_lnorm` = 1.77068, `000000634_lnorm` = 2.26647, `000000635_lnorm` = 2.08989, `000000636_lnorm` = 2.02098, `000000637_lnorm` = 1.06716, `000000638_lnorm` = 1.11345, `000000639_lnorm` = 1.41083, `000000640_lnorm` = 1.73914, `000000641_lnorm` = 1.44619, `000000642_lnorm` = 2.17064, `000000643_lnorm` = 1.81502, `000000644_lnorm` = 1.74061, `000000645_lnorm` = 1.35165, `000000646_lnorm` = 1.15518, `000000647_lnorm` = 1.87199, `000000648_lnorm` = 2.62931, +`000000649_lnorm` = 2.31078, `000000650_lnorm` = 2.68424, `000000651_lnorm` = 1.7598, `000000652_lnorm` = 1.60339, `000000653_lnorm` = 3.59301, `000000654_lnorm` = 1.10603, `000000655_lnorm` = 2.32442, `000000656_lnorm` = 1.77175, `000000657_lnorm` = 2.20971, `000000658_lnorm` = 1.9106, `000000659_lnorm` = 2.25715, `000000660_lnorm` = 2.06905, `000000661_lnorm` = 2.30817, `000000662_lnorm` = 2.07573, `000000663_lnorm` = 1.77407, `000000664_lnorm` = 2.43578, `000000665_lnorm` = 2.12828, `000000666_lnorm` = 2.20591, +`000000667_lnorm` = 1.17683, `000000668_lnorm` = 1.66624, `000000669_lnorm` = 1.35763, `000000670_lnorm` = 1.78977, `000000671_lnorm` = 1.13355, `000000672_lnorm` = 2.743, `000000673_lnorm` = 1.34269, `000000674_lnorm` = 0.83548, `000000675_lnorm` = 1.51502, `000000676_lnorm` = 1.99193, `000000677_lnorm` = 2.28651, `000000678_lnorm` = 1.16106, `000000679_lnorm` = 2.5245, `000000680_lnorm` = 3.11831, `000000681_lnorm` = 1.94279, `000000682_lnorm` = 2.47932, `000000683_lnorm` = 1.13268, `000000684_lnorm` = 1.69413, +`000000685_lnorm` = 2.28826, `000000686_lnorm` = 1.90979, `000000687_lnorm` = 2.65157, `000000688_lnorm` = 1.41764, `000000689_lnorm` = 2.99469, `000000690_lnorm` = 1.32353, `000000691_lnorm` = 1.45726, `000000692_lnorm` = 1.97339, `000000693_lnorm` = 1.7671, `000000694_lnorm` = 0.908384, `000000695_lnorm` = 2.0966, `000000696_lnorm` = 0.965906, `000000697_lnorm` = 1.44357, `000000698_lnorm` = 2.20382, `000000699_lnorm` = 2.45003, `000000700_lnorm` = 2.9088, `000000701_lnorm` = 1.06315, `000000702_lnorm` = 1.52948, +`000000703_lnorm` = 1.37854, `000000704_lnorm` = 2.45674, `000000705_lnorm` = 1.62565, `000000706_lnorm` = 1.45386, `000000707_lnorm` = 1.79233, `000000708_lnorm` = 1.45578, `000000709_lnorm` = 3.58953, `000000710_lnorm` = 2.75587, `000000711_lnorm` = 2.18121, `000000712_lnorm` = 1.96543, `000000713_lnorm` = 1.42123, `000000714_lnorm` = 1.88975, `000000715_lnorm` = 2.03468, `000000716_lnorm` = 1.83555, `000000717_lnorm` = 1.14725, `000000718_lnorm` = 2.15482, `000000719_lnorm` = 2.83679, `000000720_lnorm` = 1.35482, +`000000721_lnorm` = 1.31996, `000000722_lnorm` = 1.58891, `000000723_lnorm` = 4.39374, `000000724_lnorm` = 1.29783, `000000725_lnorm` = 2.57891, `000000726_lnorm` = 1.25922, `000000727_lnorm` = 1.23203, `000000728_lnorm` = 1.46578, `000000729_lnorm` = 1.29022, `000000730_lnorm` = 2.609, `000000731_lnorm` = 1.98286, `000000732_lnorm` = 2.04389, `000000733_lnorm` = 2.82228, `000000734_lnorm` = 1.3775, `000000735_lnorm` = 2.45162, `000000736_lnorm` = 1.21815, `000000737_lnorm` = 1.15335, `000000738_lnorm` = 1.78975, +`000000739_lnorm` = 1.53569, `000000740_lnorm` = 2.2133, `000000741_lnorm` = 1.98769, `000000742_lnorm` = 1.87513, `000000743_lnorm` = 1.04263, `000000744_lnorm` = 1.86318, `000000745_lnorm` = 2.22433, `000000746_lnorm` = 2.00087, `000000747_lnorm` = 2.68541, `000000748_lnorm` = 3.36272, `000000749_lnorm` = 1.84894, `000000750_lnorm` = 1.67284, `000000751_lnorm` = 1.8297, `000000752_lnorm` = 0.96656, `000000753_lnorm` = 2.94891, `000000754_lnorm` = 2.02551, `000000755_lnorm` = 2.14384, `000000756_lnorm` = 1.61559, +`000000757_lnorm` = 1.34629, `000000758_lnorm` = 2.46315, `000000759_lnorm` = 1.82355, `000000760_lnorm` = 2.20364, `000000761_lnorm` = 1.81595, `000000762_lnorm` = 1.39895, `000000763_lnorm` = 1.11401, `000000764_lnorm` = 1.0403, `000000765_lnorm` = 3.46626, `000000766_lnorm` = 0.612314, `000000767_lnorm` = 2.21868, `000000768_lnorm` = 1.02168, `000000769_lnorm` = 1.85731, `000000770_lnorm` = 1.3162, `000000771_lnorm` = 1.3084, `000000772_lnorm` = 1.03984, `000000773_lnorm` = 2.21968, `000000774_lnorm` = 1.40523, +`000000775_lnorm` = 1.63671, `000000776_lnorm` = 2.35501, `000000777_lnorm` = 2.13487, `000000778_lnorm` = 1.59329, `000000779_lnorm` = 2.27573, `000000780_lnorm` = 0.656163, `000000781_lnorm` = 1.92149, `000000782_lnorm` = 1.50652, `000000783_lnorm` = 1.52454, `000000784_lnorm` = 1.40981, `000000785_lnorm` = 1.89922, `000000786_lnorm` = 3.55173, `000000787_lnorm` = 1.01509, `000000788_lnorm` = 1.73648, `000000789_lnorm` = 2.21852, `000000790_lnorm` = 1.67645, `000000791_lnorm` = 2.53566, `000000792_lnorm` = 1.78863, +`000000793_lnorm` = 1.38939, `000000794_lnorm` = 1.73823, `000000795_lnorm` = 1.93236, `000000796_lnorm` = 2.27246, `000000797_lnorm` = 1.9506, `000000798_lnorm` = 2.79071, `000000799_lnorm` = 1.85945, `000000800_lnorm` = 1.69699, `000000801_lnorm` = 1.20041, `000000802_lnorm` = 2.30994, `000000803_lnorm` = 2.28003, `000000804_lnorm` = 2.12277, `000000805_lnorm` = 1.40851, `000000806_lnorm` = 2.70246, `000000807_lnorm` = 0.952187, `000000808_lnorm` = 1.76158, `000000809_lnorm` = 1.55078, `000000810_lnorm` = 1.46163, +`000000811_lnorm` = 2.11148, `000000812_lnorm` = 1.11351, `000000813_lnorm` = 2.73889, `000000814_lnorm` = 1.51083, `000000815_lnorm` = 1.2664, `000000816_lnorm` = 1.60512, `000000817_lnorm` = 1.05833, `000000818_lnorm` = 1.68812, `000000819_lnorm` = 2.66026, `000000820_lnorm` = 1.65418, `000000821_lnorm` = 1.08777, `000000822_lnorm` = 1.33578, `000000823_lnorm` = 1.09943, `000000824_lnorm` = 1.50981, `000000825_lnorm` = 1.619, `000000826_lnorm` = 2.30468, `000000827_lnorm` = 0.855122, `000000828_lnorm` = 2.42884, +`000000829_lnorm` = 1.38089, `000000830_lnorm` = 4.4522, `000000831_lnorm` = 1.66963, `000000832_lnorm` = 1.85567, `000000833_lnorm` = 1.08886, `000000834_lnorm` = 0.92141, `000000835_lnorm` = 1.46622, `000000836_lnorm` = 2.73844, `000000837_lnorm` = 1.58313, `000000838_lnorm` = 1.38034, `000000839_lnorm` = 4.41954, `000000840_lnorm` = 0.943253, `000000841_lnorm` = 2.27984, `000000842_lnorm` = 0.912843, `000000843_lnorm` = 3.55196, `000000844_lnorm` = 1.1334, `000000845_lnorm` = 1.32161, `000000846_lnorm` = 1.15393, +`000000847_lnorm` = 1.98561, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42928, `000000851_lnorm` = 4.14373, `000000852_lnorm` = 1.43421, `000000853_lnorm` = 1.86873, `000000854_lnorm` = 2.12602, `000000855_lnorm` = 1.61318, `000000856_lnorm` = 2.90885, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36494, `000000860_lnorm` = 1.34748, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52776, `000000863_lnorm` = 0.600716, `000000864_lnorm` = 1.09026, +`000000865_lnorm` = 2.03663, `000000866_lnorm` = 1.49139, `000000867_lnorm` = 1.12194, `000000868_lnorm` = 1.07614, `000000869_lnorm` = 1.85279, `000000870_lnorm` = 2.95831, `000000871_lnorm` = 2.98388, `000000872_lnorm` = 2.99171, `000000873_lnorm` = 2.63004, `000000874_lnorm` = 2.71376, `000000875_lnorm` = 2.88341, `000000876_lnorm` = 1.53379, `000000877_lnorm` = 1.38715, `000000878_lnorm` = 1.82625, `000000879_lnorm` = 2.14879, `000000880_lnorm` = 1.45223, `000000881_lnorm` = 2.03254, `000000882_lnorm` = 1.23025, +`000000883_lnorm` = 4.04122, `000000884_lnorm` = 1.87983, `000000885_lnorm` = 0.920497, `000000886_lnorm` = 1.39447, `000000887_lnorm` = 2.25378, `000000888_lnorm` = 1.17531, `000000889_lnorm` = 1.54539, `000000890_lnorm` = 1.16774, `000000891_lnorm` = 1.62572, `000000892_lnorm` = 0.97367, `000000893_lnorm` = 1.10345, `000000894_lnorm` = 1.55087, `000000895_lnorm` = 1.43027, `000000896_lnorm` = 0.962504, `000000897_lnorm` = 2.10172, `000000898_lnorm` = 1.45381, `000000899_lnorm` = 2.50912, `000000900_lnorm` = 0.829112, +`000000901_lnorm` = 1.49204, `000000902_lnorm` = 1.97533, `000000903_lnorm` = 1.08147, `000000904_lnorm` = 1.12325, `000000905_lnorm` = 1.646, `000000906_lnorm` = 0.996103, `000000907_lnorm` = 3.10322, `000000908_lnorm` = 1.11548, `000000909_lnorm` = 1.86724, `000000910_lnorm` = 1.93593, `000000911_lnorm` = 0.861117, `000000912_lnorm` = 2.97444, `000000913_lnorm` = 2.62286, `000000914_lnorm` = 3.12932, `000000915_lnorm` = 1.27295, `000000916_lnorm` = 1.42102, `000000917_lnorm` = 1.63069, `000000918_lnorm` = 3.45913, +`000000919_lnorm` = 2.76521, `000000920_lnorm` = 0.692318, `000000921_lnorm` = 1.22273, `000000922_lnorm` = 1.62976, `000000923_lnorm` = 1.63547, `000000924_lnorm` = 1.49555, `000000925_lnorm` = 2.0772, `000000926_lnorm` = 2.2857, `000000927_lnorm` = 2.10495, `000000928_lnorm` = 0.715004, `000000929_lnorm` = 1.32799, `000000930_lnorm` = 2.34715, `000000931_lnorm` = 1.48491, `000000932_lnorm` = 1.79496, `000000933_lnorm` = 2.20081, `000000934_lnorm` = 1.68291, `000000935_lnorm` = 3.47905, `000000936_lnorm` = 2.10751, +`000000937_lnorm` = 2.46338, `000000938_lnorm` = 2.88346, `000000939_lnorm` = 1.03523, `000000940_lnorm` = 1.82537, `000000941_lnorm` = 1.64746, `000000942_lnorm` = 1.83653, `000000943_lnorm` = 2.17434, `000000944_lnorm` = 2.34556, `000000945_lnorm` = 1.35487, `000000946_lnorm` = 2.66805, `000000947_lnorm` = 1.38449, `000000948_lnorm` = 0.992328, `000000949_lnorm` = 1.2798, `000000950_lnorm` = 2.11436, `000000951_lnorm` = 1.54768, `000000952_lnorm` = 1.2801, `000000953_lnorm` = 1.13938, `000000954_lnorm` = 2.31566, +`000000955_lnorm` = 1.23916, `000000956_lnorm` = 1.09096, `000000957_lnorm` = 1.80177, `000000958_lnorm` = 1.40609, `000000959_lnorm` = 2.03731, `000000960_lnorm` = 1.96242, `000000961_lnorm` = 1.47829, `000000962_lnorm` = 1.54191, `000000963_lnorm` = 1.50901, `000000964_lnorm` = 1.58541, `000000965_lnorm` = 1.30164, `000000966_lnorm` = 1.54642, `000000967_lnorm` = 0.985902, `000000968_lnorm` = 1.74622, `000000969_lnorm` = 2.40104, `000000970_lnorm` = 1.47236, `000000971_lnorm` = 1.01637, `000000972_lnorm` = 2.01739, +`000000973_lnorm` = 1.27309, `000000974_lnorm` = 1.3458, `000000975_lnorm` = 1.66014, `000000976_lnorm` = 1.64592, `000000977_lnorm` = 1.23841, `000000978_lnorm` = 1.86099, `000000979_lnorm` = 1.95426, `000000980_lnorm` = 0.994335, `000000981_lnorm` = 1.2769, `000000982_lnorm` = 1.25548, `000000983_lnorm` = 1.55396, `000000984_lnorm` = 1.32034, `000000985_lnorm` = 1.27724, `000000986_lnorm` = 2.93347, `000000987_lnorm` = 2.10903, `000000988_lnorm` = 1.23573, `000000989_lnorm` = 2.31355, `000000990_lnorm` = 2.0226, +`000000991_lnorm` = 1.98181, `000000992_lnorm` = 1.36425, `000000993_lnorm` = 1.39059, `000000994_lnorm` = 2.13309, `000000995_lnorm` = 1.17508, `000000996_lnorm` = 2.05744, `000000997_lnorm` = 2.25295, `000000998_lnorm` = 2.09449, `000000999_lnorm` = 1.28196, `000001000_lnorm` = 0.91771)" diff --git a/tests/testthat/_snaps/hc/hc_fix.csv b/tests/testthat/_snaps/hc/hc_fix.csv index 3a6e0bb8..df9a5aee 100644 --- a/tests/testthat/_snaps/hc/hc_fix.csv +++ b/tests/testthat/_snaps/hc/hc_fix.csv @@ -1,7 +1,7 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68948,0.528954,0.921855,2.9542,1,parametric,100,1,"c(`000000001_multi` = 1.10357, `000000002_multi` = 1.5793, `000000003_multi` = 2.08053, `000000004_multi` = 2.5379, `000000005_multi` = 2.12302, `000000006_multi` = 0.594467, `000000007_multi` = 2.36327, `000000008_multi` = 1.5254, `000000009_multi` = 1.46631, `000000010_multi` = 2.90172, `000000011_multi` = 1.25872, `000000012_multi` = 1.24921, `000000013_multi` = 1.15486, `000000014_multi` = 2.20717, `000000015_multi` = 2.03111, `000000016_multi` = 2.02476, `000000017_multi` = 1.47117, `000000018_multi` = 1.20611, -`000000019_multi` = 1.64373, `000000020_multi` = 1.12373, `000000021_multi` = 1.44884, `000000022_multi` = 1.88826, `000000023_multi` = 1.35737, `000000024_multi` = 1.18552, `000000025_multi` = 3.19108, `000000026_multi` = 2.14461, `000000027_multi` = 1.90261, `000000028_multi` = 1.58645, `000000029_multi` = 1.54456, `000000030_multi` = 1.5049, `000000031_multi` = 1.16407, `000000032_multi` = 1.78668, `000000033_multi` = 1.1176, `000000034_multi` = 1.80586, `000000035_multi` = 1.95938, `000000036_multi` = 1.1355, -`000000037_multi` = 1.54796, `000000038_multi` = 1.6452, `000000039_multi` = 1.43524, `000000040_multi` = 2.46175, `000000041_multi` = 1.35686, `000000042_multi` = 3.28089, `000000043_multi` = 2.65473, `000000044_multi` = 1.09977, `000000045_multi` = 0.643491, `000000046_multi` = 2.17548, `000000047_multi` = 1.51608, `000000048_multi` = 2.14445, `000000049_multi` = 2.25366, `000000050_multi` = 1.65013, `000000051_multi` = 1.39619, `000000052_multi` = 0.997737, `000000053_multi` = 1.45141, `000000054_multi` = 2.00728, -`000000055_multi` = 1.41036, `000000056_multi` = 1.01034, `000000057_multi` = 1.55153, `000000058_multi` = 1.73587, `000000059_multi` = 1.65547, `000000060_multi` = 1.90811, `000000061_multi` = 1.24248, `000000062_multi` = 1.02031, `000000063_multi` = 0.91667, `000000064_multi` = 1.88522, `000000065_multi` = 1.24127, `000000066_multi` = 1.9307, `000000067_multi` = 1.6957, `000000068_multi` = 1.34167, `000000069_multi` = 0.927587, `000000070_multi` = 1.76922, `000000071_multi` = 1.82752, `000000072_multi` = 1.71645, -`000000073_multi` = 2.21984, `000000074_multi` = 1.8827, `000000075_multi` = 1.03369, `000000076_multi` = 1.37502, `000000077_multi` = 2.64564, `000000078_multi` = 1.81289, `000000079_multi` = 2.16417, `000000080_multi` = 1.32974, `000000081_multi` = 1.40578, `000000082_multi` = 2.18212, `000000083_multi` = 3.00168, `000000084_multi` = 1.88522, `000000085_multi` = 1.57575, `000000086_multi` = 2.32654, `000000087_multi` = 1.65958, `000000088_multi` = 2.47507, `000000089_multi` = 1.2999, `000000090_multi` = 1.77762, -`000000091_multi` = 1.90183, `000000092_multi` = 2.06413, `000000093_multi` = 2.53541, `000000094_multi` = 1.84156, `000000095_multi` = 2.4838, `000000096_multi` = 1.32366, `000000097_multi` = 1.79193, `000000098_multi` = 1.46452, `000000099_multi` = 1.64755, `000000100_multi` = 1.40725)" +average,0.05,1.68947,0.528954,0.921853,2.95419,1,parametric,100,1,"c(`000000001_multi` = 1.10357, `000000002_multi` = 1.5793, `000000003_multi` = 2.08052, `000000004_multi` = 2.53789, `000000005_multi` = 2.12301, `000000006_multi` = 0.594466, `000000007_multi` = 2.36326, `000000008_multi` = 1.52539, `000000009_multi` = 1.4663, `000000010_multi` = 2.90171, `000000011_multi` = 1.25871, `000000012_multi` = 1.24921, `000000013_multi` = 1.15486, `000000014_multi` = 2.20717, `000000015_multi` = 2.0311, `000000016_multi` = 2.02475, `000000017_multi` = 1.47116, `000000018_multi` = 1.20611, +`000000019_multi` = 1.64372, `000000020_multi` = 1.12373, `000000021_multi` = 1.44884, `000000022_multi` = 1.88825, `000000023_multi` = 1.35736, `000000024_multi` = 1.18551, `000000025_multi` = 3.19107, `000000026_multi` = 2.1446, `000000027_multi` = 1.9026, `000000028_multi` = 1.58645, `000000029_multi` = 1.54455, `000000030_multi` = 1.50489, `000000031_multi` = 1.16407, `000000032_multi` = 1.78667, `000000033_multi` = 1.1176, `000000034_multi` = 1.80585, `000000035_multi` = 1.95938, `000000036_multi` = 1.1355, +`000000037_multi` = 1.54795, `000000038_multi` = 1.6452, `000000039_multi` = 1.43524, `000000040_multi` = 2.46175, `000000041_multi` = 1.35685, `000000042_multi` = 3.28089, `000000043_multi` = 2.65472, `000000044_multi` = 1.09977, `000000045_multi` = 0.643481, `000000046_multi` = 2.17547, `000000047_multi` = 1.51608, `000000048_multi` = 2.14445, `000000049_multi` = 2.25366, `000000050_multi` = 1.65013, `000000051_multi` = 1.39619, `000000052_multi` = 0.997733, `000000053_multi` = 1.4514, `000000054_multi` = 2.00727, +`000000055_multi` = 1.41036, `000000056_multi` = 1.01034, `000000057_multi` = 1.55153, `000000058_multi` = 1.73587, `000000059_multi` = 1.65546, `000000060_multi` = 1.9081, `000000061_multi` = 1.24247, `000000062_multi` = 1.0203, `000000063_multi` = 0.916668, `000000064_multi` = 1.88521, `000000065_multi` = 1.24127, `000000066_multi` = 1.93069, `000000067_multi` = 1.6957, `000000068_multi` = 1.34166, `000000069_multi` = 0.927584, `000000070_multi` = 1.76922, `000000071_multi` = 1.82751, `000000072_multi` = 1.71645, +`000000073_multi` = 2.21984, `000000074_multi` = 1.88269, `000000075_multi` = 1.03368, `000000076_multi` = 1.37501, `000000077_multi` = 2.64563, `000000078_multi` = 1.81289, `000000079_multi` = 2.16417, `000000080_multi` = 1.32974, `000000081_multi` = 1.40577, `000000082_multi` = 2.18211, `000000083_multi` = 3.00167, `000000084_multi` = 1.88522, `000000085_multi` = 1.57574, `000000086_multi` = 2.32654, `000000087_multi` = 1.65958, `000000088_multi` = 2.47507, `000000089_multi` = 1.29989, `000000090_multi` = 1.77761, +`000000091_multi` = 1.90182, `000000092_multi` = 2.06413, `000000093_multi` = 2.5354, `000000094_multi` = 1.84156, `000000095_multi` = 2.48379, `000000096_multi` = 1.32366, `000000097_multi` = 1.79192, `000000098_multi` = 1.46451, `000000099_multi` = 1.64755, `000000100_multi` = 1.40724)" diff --git a/tests/testthat/_snaps/hc/hc_fixmulti.csv b/tests/testthat/_snaps/hc/hc_fixmulti.csv index 13aef03d..664beaf1 100644 --- a/tests/testthat/_snaps/hc/hc_fixmulti.csv +++ b/tests/testthat/_snaps/hc/hc_fixmulti.csv @@ -1,13 +1,13 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68948,0.528954,0.921855,2.9542,1,parametric,100,1,"c(`000000001_multi` = 1.10357, `000000002_multi` = 1.5793, `000000003_multi` = 2.08053, `000000004_multi` = 2.5379, `000000005_multi` = 2.12302, `000000006_multi` = 0.594467, `000000007_multi` = 2.36327, `000000008_multi` = 1.5254, `000000009_multi` = 1.46631, `000000010_multi` = 2.90172, `000000011_multi` = 1.25872, `000000012_multi` = 1.24921, `000000013_multi` = 1.15486, `000000014_multi` = 2.20717, `000000015_multi` = 2.03111, `000000016_multi` = 2.02476, `000000017_multi` = 1.47117, `000000018_multi` = 1.20611, -`000000019_multi` = 1.64373, `000000020_multi` = 1.12373, `000000021_multi` = 1.44884, `000000022_multi` = 1.88826, `000000023_multi` = 1.35737, `000000024_multi` = 1.18552, `000000025_multi` = 3.19108, `000000026_multi` = 2.14461, `000000027_multi` = 1.90261, `000000028_multi` = 1.58645, `000000029_multi` = 1.54456, `000000030_multi` = 1.5049, `000000031_multi` = 1.16407, `000000032_multi` = 1.78668, `000000033_multi` = 1.1176, `000000034_multi` = 1.80586, `000000035_multi` = 1.95938, `000000036_multi` = 1.1355, -`000000037_multi` = 1.54796, `000000038_multi` = 1.6452, `000000039_multi` = 1.43524, `000000040_multi` = 2.46175, `000000041_multi` = 1.35686, `000000042_multi` = 3.28089, `000000043_multi` = 2.65473, `000000044_multi` = 1.09977, `000000045_multi` = 0.643491, `000000046_multi` = 2.17548, `000000047_multi` = 1.51608, `000000048_multi` = 2.14445, `000000049_multi` = 2.25366, `000000050_multi` = 1.65013, `000000051_multi` = 1.39619, `000000052_multi` = 0.997737, `000000053_multi` = 1.45141, `000000054_multi` = 2.00728, -`000000055_multi` = 1.41036, `000000056_multi` = 1.01034, `000000057_multi` = 1.55153, `000000058_multi` = 1.73587, `000000059_multi` = 1.65547, `000000060_multi` = 1.90811, `000000061_multi` = 1.24248, `000000062_multi` = 1.02031, `000000063_multi` = 0.91667, `000000064_multi` = 1.88522, `000000065_multi` = 1.24127, `000000066_multi` = 1.9307, `000000067_multi` = 1.6957, `000000068_multi` = 1.34167, `000000069_multi` = 0.927587, `000000070_multi` = 1.76922, `000000071_multi` = 1.82752, `000000072_multi` = 1.71645, -`000000073_multi` = 2.21984, `000000074_multi` = 1.8827, `000000075_multi` = 1.03369, `000000076_multi` = 1.37502, `000000077_multi` = 2.64564, `000000078_multi` = 1.81289, `000000079_multi` = 2.16417, `000000080_multi` = 1.32974, `000000081_multi` = 1.40578, `000000082_multi` = 2.18212, `000000083_multi` = 3.00168, `000000084_multi` = 1.88522, `000000085_multi` = 1.57575, `000000086_multi` = 2.32654, `000000087_multi` = 1.65958, `000000088_multi` = 2.47507, `000000089_multi` = 1.2999, `000000090_multi` = 1.77762, -`000000091_multi` = 1.90183, `000000092_multi` = 2.06413, `000000093_multi` = 2.53541, `000000094_multi` = 1.84156, `000000095_multi` = 2.4838, `000000096_multi` = 1.32366, `000000097_multi` = 1.79193, `000000098_multi` = 1.46452, `000000099_multi` = 1.64755, `000000100_multi` = 1.40725)" -average,0.1,2.62061,0.716273,1.55146,4.31161,1,parametric,100,1,"c(`000000001_multi` = 1.82402, `000000002_multi` = 2.32699, `000000003_multi` = 3.22592, `000000004_multi` = 3.64993, `000000005_multi` = 3.10779, `000000006_multi` = 1.16191, `000000007_multi` = 3.52109, `000000008_multi` = 2.29988, `000000009_multi` = 2.37397, `000000010_multi` = 4.07896, `000000011_multi` = 2.01553, `000000012_multi` = 1.97231, `000000013_multi` = 1.93611, `000000014_multi` = 3.24353, `000000015_multi` = 3.09526, `000000016_multi` = 3.0417, `000000017_multi` = 2.29106, `000000018_multi` = 1.98955, -`000000019_multi` = 2.60701, `000000020_multi` = 1.80894, `000000021_multi` = 2.19029, `000000022_multi` = 2.89539, `000000023_multi` = 2.1398, `000000024_multi` = 1.86534, `000000025_multi` = 4.78972, `000000026_multi` = 2.95229, `000000027_multi` = 2.96665, `000000028_multi` = 2.52057, `000000029_multi` = 2.38531, `000000030_multi` = 2.37175, `000000031_multi` = 1.77224, `000000032_multi` = 2.83251, `000000033_multi` = 1.72931, `000000034_multi` = 2.89062, `000000035_multi` = 2.81184, `000000036_multi` = 1.77005, -`000000037_multi` = 2.43421, `000000038_multi` = 2.55564, `000000039_multi` = 2.33062, `000000040_multi` = 3.70623, `000000041_multi` = 2.11151, `000000042_multi` = 4.58724, `000000043_multi` = 3.9469, `000000044_multi` = 1.79426, `000000045_multi` = 1.23643, `000000046_multi` = 3.38107, `000000047_multi` = 2.54854, `000000048_multi` = 3.18269, `000000049_multi` = 3.43254, `000000050_multi` = 2.46235, `000000051_multi` = 2.30611, `000000052_multi` = 1.66493, `000000053_multi` = 2.45863, `000000054_multi` = 3.30073, -`000000055_multi` = 2.26193, `000000056_multi` = 1.56458, `000000057_multi` = 2.6473, `000000058_multi` = 2.91121, `000000059_multi` = 2.58856, `000000060_multi` = 3.01314, `000000061_multi` = 2.04336, `000000062_multi` = 1.6123, `000000063_multi` = 1.82995, `000000064_multi` = 2.97824, `000000065_multi` = 2.01763, `000000066_multi` = 3.08398, `000000067_multi` = 2.63015, `000000068_multi` = 2.10575, `000000069_multi` = 1.53959, `000000070_multi` = 2.75804, `000000071_multi` = 2.9988, `000000072_multi` = 2.53558, -`000000073_multi` = 3.18422, `000000074_multi` = 2.96023, `000000075_multi` = 1.71418, `000000076_multi` = 2.10618, `000000077_multi` = 4.22168, `000000078_multi` = 2.681, `000000079_multi` = 3.00262, `000000080_multi` = 2.23357, `000000081_multi` = 2.15058, `000000082_multi` = 3.23409, `000000083_multi` = 4.39298, `000000084_multi` = 2.76505, `000000085_multi` = 2.48446, `000000086_multi` = 3.49336, `000000087_multi` = 2.47304, `000000088_multi` = 3.59876, `000000089_multi` = 2.06417, `000000090_multi` = 2.75417, -`000000091_multi` = 2.80391, `000000092_multi` = 3.07869, `000000093_multi` = 3.52742, `000000094_multi` = 2.62146, `000000095_multi` = 3.60672, `000000096_multi` = 2.14366, `000000097_multi` = 2.78642, `000000098_multi` = 2.26998, `000000099_multi` = 2.62749, `000000100_multi` = 2.16079)" +average,0.05,1.68947,0.528954,0.921853,2.95419,1,parametric,100,1,"c(`000000001_multi` = 1.10357, `000000002_multi` = 1.5793, `000000003_multi` = 2.08052, `000000004_multi` = 2.53789, `000000005_multi` = 2.12301, `000000006_multi` = 0.594466, `000000007_multi` = 2.36326, `000000008_multi` = 1.52539, `000000009_multi` = 1.4663, `000000010_multi` = 2.90171, `000000011_multi` = 1.25871, `000000012_multi` = 1.24921, `000000013_multi` = 1.15486, `000000014_multi` = 2.20717, `000000015_multi` = 2.0311, `000000016_multi` = 2.02475, `000000017_multi` = 1.47116, `000000018_multi` = 1.20611, +`000000019_multi` = 1.64372, `000000020_multi` = 1.12373, `000000021_multi` = 1.44884, `000000022_multi` = 1.88825, `000000023_multi` = 1.35736, `000000024_multi` = 1.18551, `000000025_multi` = 3.19107, `000000026_multi` = 2.1446, `000000027_multi` = 1.9026, `000000028_multi` = 1.58645, `000000029_multi` = 1.54455, `000000030_multi` = 1.50489, `000000031_multi` = 1.16407, `000000032_multi` = 1.78667, `000000033_multi` = 1.1176, `000000034_multi` = 1.80585, `000000035_multi` = 1.95938, `000000036_multi` = 1.1355, +`000000037_multi` = 1.54795, `000000038_multi` = 1.6452, `000000039_multi` = 1.43524, `000000040_multi` = 2.46175, `000000041_multi` = 1.35685, `000000042_multi` = 3.28089, `000000043_multi` = 2.65472, `000000044_multi` = 1.09977, `000000045_multi` = 0.643481, `000000046_multi` = 2.17547, `000000047_multi` = 1.51608, `000000048_multi` = 2.14445, `000000049_multi` = 2.25366, `000000050_multi` = 1.65013, `000000051_multi` = 1.39619, `000000052_multi` = 0.997733, `000000053_multi` = 1.4514, `000000054_multi` = 2.00727, +`000000055_multi` = 1.41036, `000000056_multi` = 1.01034, `000000057_multi` = 1.55153, `000000058_multi` = 1.73587, `000000059_multi` = 1.65546, `000000060_multi` = 1.9081, `000000061_multi` = 1.24247, `000000062_multi` = 1.0203, `000000063_multi` = 0.916668, `000000064_multi` = 1.88521, `000000065_multi` = 1.24127, `000000066_multi` = 1.93069, `000000067_multi` = 1.6957, `000000068_multi` = 1.34166, `000000069_multi` = 0.927584, `000000070_multi` = 1.76922, `000000071_multi` = 1.82751, `000000072_multi` = 1.71645, +`000000073_multi` = 2.21984, `000000074_multi` = 1.88269, `000000075_multi` = 1.03368, `000000076_multi` = 1.37501, `000000077_multi` = 2.64563, `000000078_multi` = 1.81289, `000000079_multi` = 2.16417, `000000080_multi` = 1.32974, `000000081_multi` = 1.40577, `000000082_multi` = 2.18211, `000000083_multi` = 3.00167, `000000084_multi` = 1.88522, `000000085_multi` = 1.57574, `000000086_multi` = 2.32654, `000000087_multi` = 1.65958, `000000088_multi` = 2.47507, `000000089_multi` = 1.29989, `000000090_multi` = 1.77761, +`000000091_multi` = 1.90182, `000000092_multi` = 2.06413, `000000093_multi` = 2.5354, `000000094_multi` = 1.84156, `000000095_multi` = 2.48379, `000000096_multi` = 1.32366, `000000097_multi` = 1.79192, `000000098_multi` = 1.46451, `000000099_multi` = 1.64755, `000000100_multi` = 1.40724)" +average,0.1,2.6206,0.716273,1.55146,4.31161,1,parametric,100,1,"c(`000000001_multi` = 1.82402, `000000002_multi` = 2.32698, `000000003_multi` = 3.22591, `000000004_multi` = 3.64992, `000000005_multi` = 3.10778, `000000006_multi` = 1.16191, `000000007_multi` = 3.52109, `000000008_multi` = 2.29987, `000000009_multi` = 2.37396, `000000010_multi` = 4.07895, `000000011_multi` = 2.01552, `000000012_multi` = 1.9723, `000000013_multi` = 1.93611, `000000014_multi` = 3.24353, `000000015_multi` = 3.09525, `000000016_multi` = 3.04169, `000000017_multi` = 2.29105, `000000018_multi` = 1.98955, +`000000019_multi` = 2.607, `000000020_multi` = 1.80894, `000000021_multi` = 2.19029, `000000022_multi` = 2.89538, `000000023_multi` = 2.13979, `000000024_multi` = 1.86534, `000000025_multi` = 4.78972, `000000026_multi` = 2.95229, `000000027_multi` = 2.96664, `000000028_multi` = 2.52057, `000000029_multi` = 2.3853, `000000030_multi` = 2.37174, `000000031_multi` = 1.77223, `000000032_multi` = 2.8325, `000000033_multi` = 1.7293, `000000034_multi` = 2.89062, `000000035_multi` = 2.81184, `000000036_multi` = 1.77005, +`000000037_multi` = 2.4342, `000000038_multi` = 2.55563, `000000039_multi` = 2.33062, `000000040_multi` = 3.70623, `000000041_multi` = 2.1115, `000000042_multi` = 4.58723, `000000043_multi` = 3.94689, `000000044_multi` = 1.79426, `000000045_multi` = 1.23642, `000000046_multi` = 3.38106, `000000047_multi` = 2.54854, `000000048_multi` = 3.18268, `000000049_multi` = 3.43254, `000000050_multi` = 2.46234, `000000051_multi` = 2.30611, `000000052_multi` = 1.66492, `000000053_multi` = 2.45862, `000000054_multi` = 3.30073, +`000000055_multi` = 2.26193, `000000056_multi` = 1.56457, `000000057_multi` = 2.64729, `000000058_multi` = 2.91121, `000000059_multi` = 2.58855, `000000060_multi` = 3.01313, `000000061_multi` = 2.04336, `000000062_multi` = 1.61229, `000000063_multi` = 1.82995, `000000064_multi` = 2.97823, `000000065_multi` = 2.01762, `000000066_multi` = 3.08397, `000000067_multi` = 2.63014, `000000068_multi` = 2.10574, `000000069_multi` = 1.53959, `000000070_multi` = 2.75803, `000000071_multi` = 2.9988, `000000072_multi` = 2.53558, +`000000073_multi` = 3.18422, `000000074_multi` = 2.96022, `000000075_multi` = 1.71417, `000000076_multi` = 2.10617, `000000077_multi` = 4.22167, `000000078_multi` = 2.68099, `000000079_multi` = 3.00261, `000000080_multi` = 2.23357, `000000081_multi` = 2.15058, `000000082_multi` = 3.23408, `000000083_multi` = 4.39298, `000000084_multi` = 2.76504, `000000085_multi` = 2.48445, `000000086_multi` = 3.49336, `000000087_multi` = 2.47304, `000000088_multi` = 3.59875, `000000089_multi` = 2.06416, `000000090_multi` = 2.75416, +`000000091_multi` = 2.80391, `000000092_multi` = 3.07868, `000000093_multi` = 3.52741, `000000094_multi` = 2.62145, `000000095_multi` = 3.60671, `000000096_multi` = 2.14366, `000000097_multi` = 2.78641, `000000098_multi` = 2.26997, `000000099_multi` = 2.62749, `000000100_multi` = 2.16078)" diff --git a/tests/testthat/_snaps/hc/hc_save_to.csv b/tests/testthat/_snaps/hc/hc_save_to.csv index fb60cf26..2f1d02a7 100644 --- a/tests/testthat/_snaps/hc/hc_save_to.csv +++ b/tests/testthat/_snaps/hc/hc_save_to.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,0.515647,1.13096,2.11007,1,parametric,3,1,"c(`000000001_multi` = 1.10678, `000000002_multi` = 1.5904, `000000003_multi` = 2.13742)" +average,0.05,1.68117,0.515645,1.13096,2.11007,1,parametric,3,1,"c(`000000001_multi` = 1.10678, `000000002_multi` = 1.59039, `000000003_multi` = 2.13742)" diff --git a/tests/testthat/_snaps/hc/hc_save_to1.csv b/tests/testthat/_snaps/hc/hc_save_to1.csv index fb60cf26..2f1d02a7 100644 --- a/tests/testthat/_snaps/hc/hc_save_to1.csv +++ b/tests/testthat/_snaps/hc/hc_save_to1.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,0.515647,1.13096,2.11007,1,parametric,3,1,"c(`000000001_multi` = 1.10678, `000000002_multi` = 1.5904, `000000003_multi` = 2.13742)" +average,0.05,1.68117,0.515645,1.13096,2.11007,1,parametric,3,1,"c(`000000001_multi` = 1.10678, `000000002_multi` = 1.59039, `000000003_multi` = 2.13742)" diff --git a/tests/testthat/_snaps/hc/hc_save_to11.csv b/tests/testthat/_snaps/hc/hc_save_to11.csv index 63640735..567508c4 100644 --- a/tests/testthat/_snaps/hc/hc_save_to11.csv +++ b/tests/testthat/_snaps/hc/hc_save_to11.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,NA,1.10678,1.10678,1,parametric,1,1,c(`000000001_multi` = 1.10678) +average,0.05,1.68117,NA,1.10678,1.10678,1,parametric,1,1,c(`000000001_multi` = 1.10678) diff --git a/tests/testthat/_snaps/hc/hc_save_to1_not_multi.csv b/tests/testthat/_snaps/hc/hc_save_to1_not_multi.csv index d06ec24a..92643414 100644 --- a/tests/testthat/_snaps/hc/hc_save_to1_not_multi.csv +++ b/tests/testthat/_snaps/hc/hc_save_to1_not_multi.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,0.52617100000000006,1.30754,2.28692,1,parametric,3,1,"c(`000000001_lnorm` = 1.29091, `000000002_lnorm` = 2.32183, `000000003_lnorm` = 1.62344)" +average,0.05,1.68117,0.52617100000000006,1.30753,2.28691,1,parametric,3,1,"c(`000000001_lnorm` = 1.29091, `000000002_lnorm` = 2.32183, `000000003_lnorm` = 1.62344)" diff --git a/tests/testthat/_snaps/hc/hc_save_to1_not_multi_default.csv b/tests/testthat/_snaps/hc/hc_save_to1_not_multi_default.csv index 48156280..98b4c9a3 100644 --- a/tests/testthat/_snaps/hc/hc_save_to1_not_multi_default.csv +++ b/tests/testthat/_snaps/hc/hc_save_to1_not_multi_default.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.24152,NA,1.62613,1.62613,1,parametric,1,1,"c(`000000001_gamma` = 0.987785, `000000001_lgumbel` = 2.2833, `000000001_llogis` = 0.751505, `000000001_lnorm` = 3.09184, `000000001_lnorm_lnorm` = 1.64164, `000000001_weibull` = 1.67077)" +average,0.05,1.24152,NA,1.62613,1.62613,1,parametric,1,1,"c(`000000001_gamma` = 0.987785, `000000001_lgumbel` = 2.2833, `000000001_llogis` = 0.751505, `000000001_lnorm` = 3.09183, `000000001_lnorm_lnorm` = 1.64167, `000000001_weibull` = 1.67077)" diff --git a/tests/testthat/_snaps/hc/hc_save_to1_rescale.csv b/tests/testthat/_snaps/hc/hc_save_to1_rescale.csv index 061fe1ad..9d02ffba 100644 --- a/tests/testthat/_snaps/hc/hc_save_to1_rescale.csv +++ b/tests/testthat/_snaps/hc/hc_save_to1_rescale.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68135,0.515647,1.13118,2.11029,1,parametric,3,1,"c(`000000001_multi` = 1.107, `000000002_multi` = 1.59058, `000000003_multi` = 2.13764)" +average,0.05,1.68118,0.515644,1.13096,2.11007,1,parametric,3,1,"c(`000000001_multi` = 1.10678, `000000002_multi` = 1.5904, `000000003_multi` = 2.13742)" diff --git a/tests/testthat/_snaps/hc/hc_save_to1data.csv b/tests/testthat/_snaps/hc/hc_save_to1data.csv index fb60cf26..2f1d02a7 100644 --- a/tests/testthat/_snaps/hc/hc_save_to1data.csv +++ b/tests/testthat/_snaps/hc/hc_save_to1data.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,0.515647,1.13096,2.11007,1,parametric,3,1,"c(`000000001_multi` = 1.10678, `000000002_multi` = 1.5904, `000000003_multi` = 2.13742)" +average,0.05,1.68117,0.515645,1.13096,2.11007,1,parametric,3,1,"c(`000000001_multi` = 1.10678, `000000002_multi` = 1.59039, `000000003_multi` = 2.13742)" diff --git a/tests/testthat/_snaps/hc/hc_save_to_not_multi.csv b/tests/testthat/_snaps/hc/hc_save_to_not_multi.csv index d06ec24a..92643414 100644 --- a/tests/testthat/_snaps/hc/hc_save_to_not_multi.csv +++ b/tests/testthat/_snaps/hc/hc_save_to_not_multi.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,0.52617100000000006,1.30754,2.28692,1,parametric,3,1,"c(`000000001_lnorm` = 1.29091, `000000002_lnorm` = 2.32183, `000000003_lnorm` = 1.62344)" +average,0.05,1.68117,0.52617100000000006,1.30753,2.28691,1,parametric,3,1,"c(`000000001_lnorm` = 1.29091, `000000002_lnorm` = 2.32183, `000000003_lnorm` = 1.62344)" diff --git a/tests/testthat/_snaps/hc/hc_save_to_not_multi_default.csv b/tests/testthat/_snaps/hc/hc_save_to_not_multi_default.csv index 48156280..98b4c9a3 100644 --- a/tests/testthat/_snaps/hc/hc_save_to_not_multi_default.csv +++ b/tests/testthat/_snaps/hc/hc_save_to_not_multi_default.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.24152,NA,1.62613,1.62613,1,parametric,1,1,"c(`000000001_gamma` = 0.987785, `000000001_lgumbel` = 2.2833, `000000001_llogis` = 0.751505, `000000001_lnorm` = 3.09184, `000000001_lnorm_lnorm` = 1.64164, `000000001_weibull` = 1.67077)" +average,0.05,1.24152,NA,1.62613,1.62613,1,parametric,1,1,"c(`000000001_gamma` = 0.987785, `000000001_lgumbel` = 2.2833, `000000001_llogis` = 0.751505, `000000001_lnorm` = 3.09183, `000000001_lnorm_lnorm` = 1.64167, `000000001_weibull` = 1.67077)" diff --git a/tests/testthat/_snaps/hc/hc_save_to_rescale.csv b/tests/testthat/_snaps/hc/hc_save_to_rescale.csv index 061fe1ad..9d02ffba 100644 --- a/tests/testthat/_snaps/hc/hc_save_to_rescale.csv +++ b/tests/testthat/_snaps/hc/hc_save_to_rescale.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68135,0.515647,1.13118,2.11029,1,parametric,3,1,"c(`000000001_multi` = 1.107, `000000002_multi` = 1.59058, `000000003_multi` = 2.13764)" +average,0.05,1.68118,0.515644,1.13096,2.11007,1,parametric,3,1,"c(`000000001_multi` = 1.10678, `000000002_multi` = 1.5904, `000000003_multi` = 2.13742)" diff --git a/tests/testthat/_snaps/hc/hc_unfix.csv b/tests/testthat/_snaps/hc/hc_unfix.csv index 297c5862..d9e4fe48 100644 --- a/tests/testthat/_snaps/hc/hc_unfix.csv +++ b/tests/testthat/_snaps/hc/hc_unfix.csv @@ -1,7 +1,7 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68948,0.592321,1.02257,3.2918,1,parametric,100,1,"c(`000000001_multi` = 1.45262, `000000002_multi` = 1.58557, `000000003_multi` = 3.24936, `000000004_multi` = 3.21476, `000000005_multi` = 2.15219, `000000006_multi` = 1.2048, `000000007_multi` = 2.37592, `000000008_multi` = 1.86563, `000000009_multi` = 2.30867, `000000010_multi` = 3.41163, `000000011_multi` = 1.25971, `000000012_multi` = 1.40021, `000000013_multi` = 1.16299, `000000014_multi` = 2.21335, `000000015_multi` = 2.03861, `000000016_multi` = 2.02796, `000000017_multi` = 1.58609, `000000018_multi` = 1.21924, -`000000019_multi` = 1.98269, `000000020_multi` = 1.25104, `000000021_multi` = 1.7565, `000000022_multi` = 1.93252, `000000023_multi` = 1.35673, `000000024_multi` = 1.203, `000000025_multi` = 3.20701, `000000026_multi` = 2.14475, `000000027_multi` = 1.91108, `000000028_multi` = 1.75644, `000000029_multi` = 1.62452, `000000030_multi` = 1.50485, `000000031_multi` = 1.20255, `000000032_multi` = 2.04425, `000000033_multi` = 1.15761, `000000034_multi` = 2.18345, `000000035_multi` = 1.97293, `000000036_multi` = 1.17297, -`000000037_multi` = 1.77922, `000000038_multi` = 1.75526, `000000039_multi` = 1.43667, `000000040_multi` = 2.60677, `000000041_multi` = 1.36859, `000000042_multi` = 3.33019, `000000043_multi` = 2.6593, `000000044_multi` = 1.11495, `000000045_multi` = 0.644655, `000000046_multi` = 2.2529, `000000047_multi` = 1.78445, `000000048_multi` = 2.15256, `000000049_multi` = 3.39669, `000000050_multi` = 1.64949, `000000051_multi` = 1.49385, `000000052_multi` = 0.998236, `000000053_multi` = 1.49073, `000000054_multi` = 2.01825, -`000000055_multi` = 1.54084, `000000056_multi` = 1.01563, `000000057_multi` = 1.91904, `000000058_multi` = 2.20484, `000000059_multi` = 1.70218, `000000060_multi` = 2.41098, `000000061_multi` = 1.70376, `000000062_multi` = 1.03025, `000000063_multi` = 1.76254, `000000064_multi` = 2.56699, `000000065_multi` = 1.38515, `000000066_multi` = 1.99689, `000000067_multi` = 1.73917, `000000068_multi` = 1.38247, `000000069_multi` = 1.50739, `000000070_multi` = 1.77172, `000000071_multi` = 1.84241, `000000072_multi` = 1.72608, -`000000073_multi` = 2.79901, `000000074_multi` = 1.88272, `000000075_multi` = 1.05176, `000000076_multi` = 1.40962, `000000077_multi` = 2.96666, `000000078_multi` = 1.86154, `000000079_multi` = 2.29814, `000000080_multi` = 2.10876, `000000081_multi` = 1.82326, `000000082_multi` = 2.26361, `000000083_multi` = 3.00164, `000000084_multi` = 1.89378, `000000085_multi` = 1.68721, `000000086_multi` = 2.3597, `000000087_multi` = 1.79505, `000000088_multi` = 2.88805, `000000089_multi` = 1.31557, `000000090_multi` = 1.84391, -`000000091_multi` = 1.90107, `000000092_multi` = 2.30511, `000000093_multi` = 2.57291, `000000094_multi` = 1.86754, `000000095_multi` = 2.79027, `000000096_multi` = 1.342, `000000097_multi` = 1.80368, `000000098_multi` = 1.46858, `000000099_multi` = 1.9727, `000000100_multi` = 2.03696)" +average,0.05,1.68947,0.592321,1.02257,3.29179,1,parametric,100,1,"c(`000000001_multi` = 1.45261, `000000002_multi` = 1.58556, `000000003_multi` = 3.24936, `000000004_multi` = 3.21476, `000000005_multi` = 2.15219, `000000006_multi` = 1.20479, `000000007_multi` = 2.37591, `000000008_multi` = 1.86562, `000000009_multi` = 2.30867, `000000010_multi` = 3.41163, `000000011_multi` = 1.2597, `000000012_multi` = 1.4002, `000000013_multi` = 1.16298, `000000014_multi` = 2.21334, `000000015_multi` = 2.03861, `000000016_multi` = 2.02795, `000000017_multi` = 1.58608, `000000018_multi` = 1.21924, +`000000019_multi` = 1.98269, `000000020_multi` = 1.25104, `000000021_multi` = 1.75649, `000000022_multi` = 1.93251, `000000023_multi` = 1.35672, `000000024_multi` = 1.203, `000000025_multi` = 3.20701, `000000026_multi` = 2.14475, `000000027_multi` = 1.91108, `000000028_multi` = 1.75643, `000000029_multi` = 1.62451, `000000030_multi` = 1.50484, `000000031_multi` = 1.20254, `000000032_multi` = 2.04424, `000000033_multi` = 1.1576, `000000034_multi` = 2.18345, `000000035_multi` = 1.97292, `000000036_multi` = 1.17296, +`000000037_multi` = 1.77922, `000000038_multi` = 1.75525, `000000039_multi` = 1.43666, `000000040_multi` = 2.60677, `000000041_multi` = 1.36858, `000000042_multi` = 3.33018, `000000043_multi` = 2.6593, `000000044_multi` = 1.11495, `000000045_multi` = 0.644645, `000000046_multi` = 2.25289, `000000047_multi` = 1.78444, `000000048_multi` = 2.15256, `000000049_multi` = 3.39668, `000000050_multi` = 1.64949, `000000051_multi` = 1.49384, `000000052_multi` = 0.998232, `000000053_multi` = 1.49073, `000000054_multi` = 2.01825, +`000000055_multi` = 1.54083, `000000056_multi` = 1.01562, `000000057_multi` = 1.91903, `000000058_multi` = 2.20484, `000000059_multi` = 1.70217, `000000060_multi` = 2.41098, `000000061_multi` = 1.70376, `000000062_multi` = 1.03025, `000000063_multi` = 1.76254, `000000064_multi` = 2.56699, `000000065_multi` = 1.38514, `000000066_multi` = 1.99688, `000000067_multi` = 1.73916, `000000068_multi` = 1.38246, `000000069_multi` = 1.50739, `000000070_multi` = 1.77171, `000000071_multi` = 1.8424, `000000072_multi` = 1.72607, +`000000073_multi` = 2.799, `000000074_multi` = 1.88272, `000000075_multi` = 1.05176, `000000076_multi` = 1.40961, `000000077_multi` = 2.96666, `000000078_multi` = 1.86154, `000000079_multi` = 2.29813, `000000080_multi` = 2.10876, `000000081_multi` = 1.82325, `000000082_multi` = 2.26361, `000000083_multi` = 3.00163, `000000084_multi` = 1.89377, `000000085_multi` = 1.6872, `000000086_multi` = 2.3597, `000000087_multi` = 1.79505, `000000088_multi` = 2.88804, `000000089_multi` = 1.31556, `000000090_multi` = 1.8439, +`000000091_multi` = 1.90107, `000000092_multi` = 2.3051, `000000093_multi` = 2.57291, `000000094_multi` = 1.86754, `000000095_multi` = 2.79026, `000000096_multi` = 1.342, `000000097_multi` = 1.80368, `000000098_multi` = 1.46857, `000000099_multi` = 1.9727, `000000100_multi` = 2.03696)" diff --git a/tests/testthat/_snaps/hc/hc_unfixmulti.csv b/tests/testthat/_snaps/hc/hc_unfixmulti.csv index f2dd50e9..1aa5e47e 100644 --- a/tests/testthat/_snaps/hc/hc_unfixmulti.csv +++ b/tests/testthat/_snaps/hc/hc_unfixmulti.csv @@ -1,13 +1,13 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68948,0.592321,1.02257,3.2918,1,parametric,100,1,"c(`000000001_multi` = 1.45262, `000000002_multi` = 1.58557, `000000003_multi` = 3.24936, `000000004_multi` = 3.21476, `000000005_multi` = 2.15219, `000000006_multi` = 1.2048, `000000007_multi` = 2.37592, `000000008_multi` = 1.86563, `000000009_multi` = 2.30867, `000000010_multi` = 3.41163, `000000011_multi` = 1.25971, `000000012_multi` = 1.40021, `000000013_multi` = 1.16299, `000000014_multi` = 2.21335, `000000015_multi` = 2.03861, `000000016_multi` = 2.02796, `000000017_multi` = 1.58609, `000000018_multi` = 1.21924, -`000000019_multi` = 1.98269, `000000020_multi` = 1.25104, `000000021_multi` = 1.7565, `000000022_multi` = 1.93252, `000000023_multi` = 1.35673, `000000024_multi` = 1.203, `000000025_multi` = 3.20701, `000000026_multi` = 2.14475, `000000027_multi` = 1.91108, `000000028_multi` = 1.75644, `000000029_multi` = 1.62452, `000000030_multi` = 1.50485, `000000031_multi` = 1.20255, `000000032_multi` = 2.04425, `000000033_multi` = 1.15761, `000000034_multi` = 2.18345, `000000035_multi` = 1.97293, `000000036_multi` = 1.17297, -`000000037_multi` = 1.77922, `000000038_multi` = 1.75526, `000000039_multi` = 1.43667, `000000040_multi` = 2.60677, `000000041_multi` = 1.36859, `000000042_multi` = 3.33019, `000000043_multi` = 2.6593, `000000044_multi` = 1.11495, `000000045_multi` = 0.644655, `000000046_multi` = 2.2529, `000000047_multi` = 1.78445, `000000048_multi` = 2.15256, `000000049_multi` = 3.39669, `000000050_multi` = 1.64949, `000000051_multi` = 1.49385, `000000052_multi` = 0.998236, `000000053_multi` = 1.49073, `000000054_multi` = 2.01825, -`000000055_multi` = 1.54084, `000000056_multi` = 1.01563, `000000057_multi` = 1.91904, `000000058_multi` = 2.20484, `000000059_multi` = 1.70218, `000000060_multi` = 2.41098, `000000061_multi` = 1.70376, `000000062_multi` = 1.03025, `000000063_multi` = 1.76254, `000000064_multi` = 2.56699, `000000065_multi` = 1.38515, `000000066_multi` = 1.99689, `000000067_multi` = 1.73917, `000000068_multi` = 1.38247, `000000069_multi` = 1.50739, `000000070_multi` = 1.77172, `000000071_multi` = 1.84241, `000000072_multi` = 1.72608, -`000000073_multi` = 2.79901, `000000074_multi` = 1.88272, `000000075_multi` = 1.05176, `000000076_multi` = 1.40962, `000000077_multi` = 2.96666, `000000078_multi` = 1.86154, `000000079_multi` = 2.29814, `000000080_multi` = 2.10876, `000000081_multi` = 1.82326, `000000082_multi` = 2.26361, `000000083_multi` = 3.00164, `000000084_multi` = 1.89378, `000000085_multi` = 1.68721, `000000086_multi` = 2.3597, `000000087_multi` = 1.79505, `000000088_multi` = 2.88805, `000000089_multi` = 1.31557, `000000090_multi` = 1.84391, -`000000091_multi` = 1.90107, `000000092_multi` = 2.30511, `000000093_multi` = 2.57291, `000000094_multi` = 1.86754, `000000095_multi` = 2.79027, `000000096_multi` = 1.342, `000000097_multi` = 1.80368, `000000098_multi` = 1.46858, `000000099_multi` = 1.9727, `000000100_multi` = 2.03696)" -average,0.1,2.62061,0.741085,1.65498,4.39449,1,parametric,100,1,"c(`000000001_multi` = 2.0653, `000000002_multi` = 2.32152, `000000003_multi` = 4.1392, `000000004_multi` = 4.09276, `000000005_multi` = 3.10276, `000000006_multi` = 1.7419, `000000007_multi` = 3.51009, `000000008_multi` = 2.51011, `000000009_multi` = 3.04733, `000000010_multi` = 4.37278, `000000011_multi` = 2.02624, `000000012_multi` = 2.04602, `000000013_multi` = 1.92981, `000000014_multi` = 3.27118, `000000015_multi` = 3.12354, `000000016_multi` = 3.06158, `000000017_multi` = 2.33394, `000000018_multi` = 1.98309, -`000000019_multi` = 2.81332, `000000020_multi` = 1.86875, `000000021_multi` = 2.37771, `000000022_multi` = 2.89637, `000000023_multi` = 2.14425, `000000024_multi` = 1.86082, `000000025_multi` = 4.7761, `000000026_multi` = 2.9607, `000000027_multi` = 2.95929, `000000028_multi` = 2.59848, `000000029_multi` = 2.40737, `000000030_multi` = 2.37188, `000000031_multi` = 1.77783, `000000032_multi` = 2.96954, `000000033_multi` = 1.73585, `000000034_multi` = 3.12053, `000000035_multi` = 2.84467, `000000036_multi` = 1.77466, -`000000037_multi` = 2.55892, `000000038_multi` = 2.59335, `000000039_multi` = 2.34664, `000000040_multi` = 3.75011, `000000041_multi` = 2.10564, `000000042_multi` = 4.58075, `000000043_multi` = 3.94081, `000000044_multi` = 1.78813, `000000045_multi` = 1.24825, `000000046_multi` = 3.38999, `000000047_multi` = 2.70451, `000000048_multi` = 3.17523, `000000049_multi` = 4.30122, `000000050_multi` = 2.46469, `000000051_multi` = 2.33763, `000000052_multi` = 1.67443, `000000053_multi` = 2.45528, `000000054_multi` = 3.29218, -`000000055_multi` = 2.31535, `000000056_multi` = 1.56046, `000000057_multi` = 2.88259, `000000058_multi` = 3.22329, `000000059_multi` = 2.59145, `000000060_multi` = 3.34164, `000000061_multi` = 2.37449, `000000062_multi` = 1.63739, `000000063_multi` = 2.62528, `000000064_multi` = 3.46002, `000000065_multi` = 2.08574, `000000066_multi` = 3.09124, `000000067_multi` = 2.63003, `000000068_multi` = 2.10856, `000000069_multi` = 2.01031, `000000070_multi` = 2.75426, `000000071_multi` = 2.98879, `000000072_multi` = 2.52871, -`000000073_multi` = 3.55823, `000000074_multi` = 2.9735, `000000075_multi` = 1.70991, `000000076_multi` = 2.10582, `000000077_multi` = 4.37741, `000000078_multi` = 2.68316, `000000079_multi` = 3.05195, `000000080_multi` = 2.85603, `000000081_multi` = 2.43144, `000000082_multi` = 3.24816, `000000083_multi` = 4.40994, `000000084_multi` = 2.75942, `000000085_multi` = 2.52261, `000000086_multi` = 3.48791, `000000087_multi` = 2.52922, `000000088_multi` = 3.83178, `000000089_multi` = 2.10091, `000000090_multi` = 2.7646, -`000000091_multi` = 2.80748, `000000092_multi` = 3.19752, `000000093_multi` = 3.52458, `000000094_multi` = 2.66733, `000000095_multi` = 3.76118, `000000096_multi` = 2.18615, `000000097_multi` = 2.82125, `000000098_multi` = 2.26462, `000000099_multi` = 2.82183, `000000100_multi` = 2.62939)" +average,0.05,1.68947,0.592321,1.02257,3.29179,1,parametric,100,1,"c(`000000001_multi` = 1.45261, `000000002_multi` = 1.58556, `000000003_multi` = 3.24936, `000000004_multi` = 3.21476, `000000005_multi` = 2.15219, `000000006_multi` = 1.20479, `000000007_multi` = 2.37591, `000000008_multi` = 1.86562, `000000009_multi` = 2.30867, `000000010_multi` = 3.41163, `000000011_multi` = 1.2597, `000000012_multi` = 1.4002, `000000013_multi` = 1.16298, `000000014_multi` = 2.21334, `000000015_multi` = 2.03861, `000000016_multi` = 2.02795, `000000017_multi` = 1.58608, `000000018_multi` = 1.21924, +`000000019_multi` = 1.98269, `000000020_multi` = 1.25104, `000000021_multi` = 1.75649, `000000022_multi` = 1.93251, `000000023_multi` = 1.35672, `000000024_multi` = 1.203, `000000025_multi` = 3.20701, `000000026_multi` = 2.14475, `000000027_multi` = 1.91108, `000000028_multi` = 1.75643, `000000029_multi` = 1.62451, `000000030_multi` = 1.50484, `000000031_multi` = 1.20254, `000000032_multi` = 2.04424, `000000033_multi` = 1.1576, `000000034_multi` = 2.18345, `000000035_multi` = 1.97292, `000000036_multi` = 1.17296, +`000000037_multi` = 1.77922, `000000038_multi` = 1.75525, `000000039_multi` = 1.43666, `000000040_multi` = 2.60677, `000000041_multi` = 1.36858, `000000042_multi` = 3.33018, `000000043_multi` = 2.6593, `000000044_multi` = 1.11495, `000000045_multi` = 0.644645, `000000046_multi` = 2.25289, `000000047_multi` = 1.78444, `000000048_multi` = 2.15256, `000000049_multi` = 3.39668, `000000050_multi` = 1.64949, `000000051_multi` = 1.49384, `000000052_multi` = 0.998232, `000000053_multi` = 1.49073, `000000054_multi` = 2.01825, +`000000055_multi` = 1.54083, `000000056_multi` = 1.01562, `000000057_multi` = 1.91903, `000000058_multi` = 2.20484, `000000059_multi` = 1.70217, `000000060_multi` = 2.41098, `000000061_multi` = 1.70376, `000000062_multi` = 1.03025, `000000063_multi` = 1.76254, `000000064_multi` = 2.56699, `000000065_multi` = 1.38514, `000000066_multi` = 1.99688, `000000067_multi` = 1.73916, `000000068_multi` = 1.38246, `000000069_multi` = 1.50739, `000000070_multi` = 1.77171, `000000071_multi` = 1.8424, `000000072_multi` = 1.72607, +`000000073_multi` = 2.799, `000000074_multi` = 1.88272, `000000075_multi` = 1.05176, `000000076_multi` = 1.40961, `000000077_multi` = 2.96666, `000000078_multi` = 1.86154, `000000079_multi` = 2.29813, `000000080_multi` = 2.10876, `000000081_multi` = 1.82325, `000000082_multi` = 2.26361, `000000083_multi` = 3.00163, `000000084_multi` = 1.89377, `000000085_multi` = 1.6872, `000000086_multi` = 2.3597, `000000087_multi` = 1.79505, `000000088_multi` = 2.88804, `000000089_multi` = 1.31556, `000000090_multi` = 1.8439, +`000000091_multi` = 1.90107, `000000092_multi` = 2.3051, `000000093_multi` = 2.57291, `000000094_multi` = 1.86754, `000000095_multi` = 2.79026, `000000096_multi` = 1.342, `000000097_multi` = 1.80368, `000000098_multi` = 1.46857, `000000099_multi` = 1.9727, `000000100_multi` = 2.03696)" +average,0.1,2.6206,0.741085,1.65498,4.39448,1,parametric,100,1,"c(`000000001_multi` = 2.0653, `000000002_multi` = 2.32151, `000000003_multi` = 4.1392, `000000004_multi` = 4.09275, `000000005_multi` = 3.10275, `000000006_multi` = 1.7419, `000000007_multi` = 3.51008, `000000008_multi` = 2.5101, `000000009_multi` = 3.04733, `000000010_multi` = 4.37277, `000000011_multi` = 2.02624, `000000012_multi` = 2.04602, `000000013_multi` = 1.92981, `000000014_multi` = 3.27117, `000000015_multi` = 3.12353, `000000016_multi` = 3.06158, `000000017_multi` = 2.33394, `000000018_multi` = 1.98309, +`000000019_multi` = 2.81331, `000000020_multi` = 1.86874, `000000021_multi` = 2.37771, `000000022_multi` = 2.89637, `000000023_multi` = 2.14424, `000000024_multi` = 1.86082, `000000025_multi` = 4.7761, `000000026_multi` = 2.9607, `000000027_multi` = 2.95928, `000000028_multi` = 2.59848, `000000029_multi` = 2.40736, `000000030_multi` = 2.37186, `000000031_multi` = 1.77782, `000000032_multi` = 2.96954, `000000033_multi` = 1.73584, `000000034_multi` = 3.12053, `000000035_multi` = 2.84466, `000000036_multi` = 1.77466, +`000000037_multi` = 2.55891, `000000038_multi` = 2.59334, `000000039_multi` = 2.34664, `000000040_multi` = 3.7501, `000000041_multi` = 2.10563, `000000042_multi` = 4.58074, `000000043_multi` = 3.94081, `000000044_multi` = 1.78813, `000000045_multi` = 1.24824, `000000046_multi` = 3.38999, `000000047_multi` = 2.70451, `000000048_multi` = 3.17522, `000000049_multi` = 4.30121, `000000050_multi` = 2.46468, `000000051_multi` = 2.33762, `000000052_multi` = 1.67442, `000000053_multi` = 2.45527, `000000054_multi` = 3.29217, +`000000055_multi` = 2.31535, `000000056_multi` = 1.56046, `000000057_multi` = 2.88259, `000000058_multi` = 3.22329, `000000059_multi` = 2.59144, `000000060_multi` = 3.34163, `000000061_multi` = 2.37449, `000000062_multi` = 1.63739, `000000063_multi` = 2.62527, `000000064_multi` = 3.46001, `000000065_multi` = 2.08574, `000000066_multi` = 3.09123, `000000067_multi` = 2.63002, `000000068_multi` = 2.10855, `000000069_multi` = 2.0103, `000000070_multi` = 2.75425, `000000071_multi` = 2.98879, `000000072_multi` = 2.52871, +`000000073_multi` = 3.55822, `000000074_multi` = 2.97349, `000000075_multi` = 1.70991, `000000076_multi` = 2.10581, `000000077_multi` = 4.37741, `000000078_multi` = 2.68315, `000000079_multi` = 3.05195, `000000080_multi` = 2.85602, `000000081_multi` = 2.43144, `000000082_multi` = 3.24816, `000000083_multi` = 4.40993, `000000084_multi` = 2.75942, `000000085_multi` = 2.5226, `000000086_multi` = 3.4879, `000000087_multi` = 2.52921, `000000088_multi` = 3.83178, `000000089_multi` = 2.1009, `000000090_multi` = 2.76459, +`000000091_multi` = 2.80747, `000000092_multi` = 3.19751, `000000093_multi` = 3.52457, `000000094_multi` = 2.66732, `000000095_multi` = 3.76118, `000000096_multi` = 2.18614, `000000097_multi` = 2.82124, `000000098_multi` = 2.26461, `000000099_multi` = 2.82182, `000000100_multi` = 2.62939)" diff --git a/tests/testthat/_snaps/hc/hc_unweighted2.csv b/tests/testthat/_snaps/hc/hc_unweighted2.csv index 925e70ca..6345e8e5 100644 --- a/tests/testthat/_snaps/hc/hc_unweighted2.csv +++ b/tests/testthat/_snaps/hc/hc_unweighted2.csv @@ -1,5 +1,5 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,samples -average,0.05,1.24152,0.886735,0.806144,3.20382,1,parametric,10,"c(`000000001_gamma` = 0.987785, `000000002_gamma` = 3.15112, `000000003_gamma` = 0.84656, `000000004_gamma` = 0.70604, `000000005_gamma` = 1.98672, `000000006_gamma` = 0.873452, `000000007_gamma` = 1.18798, `000000008_gamma` = 0.836688, `000000009_gamma` = 0.719689, `000000010_gamma` = 3.20738, `000000001_lgumbel` = 2.2833, `000000002_lgumbel` = 1.48094, `000000003_lgumbel` = 2.12922, `000000004_lgumbel` = 2.36856, `000000005_lgumbel` = 1.81154, `000000006_lgumbel` = 1.96535, `000000007_lgumbel` = 1.36401, -`000000008_lgumbel` = 1.93797, `000000009_lgumbel` = 2.70632, `000000010_lgumbel` = 2.09232, `000000001_llogis` = 0.751505, `000000002_llogis` = 3.04268, `000000003_llogis` = 2.10953, `000000004_llogis` = 2.22634, `000000005_llogis` = 1.30249, `000000006_llogis` = 2.52802, `000000007_llogis` = 3.46857, `000000008_llogis` = 2.04533, `000000009_llogis` = 1.85618, `000000010_llogis` = 1.19654, `000000001_lnorm` = 3.09184, `000000002_lnorm` = 2.42899, `000000003_lnorm` = 1.325, `000000004_lnorm` = 1.61081, -`000000005_lnorm` = 2.6033, `000000006_lnorm` = 0.865976, `000000007_lnorm` = 2.77742, `000000008_lnorm` = 1.19715, `000000009_lnorm` = 2.45546, `000000010_lnorm` = 0.970096, `000000001_lnorm_lnorm` = 1.64164, `000000002_lnorm_lnorm` = 1.67905, `000000003_lnorm_lnorm` = 1.80859, `000000004_lnorm_lnorm` = 0.921876, `000000005_lnorm_lnorm` = 1.68554, `000000006_lnorm_lnorm` = 1.28523, `000000007_lnorm_lnorm` = 1.82566, `000000008_lnorm_lnorm` = 1.05662, `000000009_lnorm_lnorm` = 1.20995, `000000010_lnorm_lnorm` = 1.67571, +average,0.05,1.24152,0.886735,0.806146,3.20382,1,parametric,10,"c(`000000001_gamma` = 0.987785, `000000002_gamma` = 3.15112, `000000003_gamma` = 0.84656, `000000004_gamma` = 0.70604, `000000005_gamma` = 1.98672, `000000006_gamma` = 0.873452, `000000007_gamma` = 1.18798, `000000008_gamma` = 0.836688, `000000009_gamma` = 0.719689, `000000010_gamma` = 3.20738, `000000001_lgumbel` = 2.2833, `000000002_lgumbel` = 1.48094, `000000003_lgumbel` = 2.12922, `000000004_lgumbel` = 2.36856, `000000005_lgumbel` = 1.81154, `000000006_lgumbel` = 1.96535, `000000007_lgumbel` = 1.36401, +`000000008_lgumbel` = 1.93797, `000000009_lgumbel` = 2.70632, `000000010_lgumbel` = 2.09232, `000000001_llogis` = 0.751505, `000000002_llogis` = 3.04268, `000000003_llogis` = 2.10953, `000000004_llogis` = 2.22634, `000000005_llogis` = 1.30249, `000000006_llogis` = 2.52802, `000000007_llogis` = 3.46857, `000000008_llogis` = 2.04533, `000000009_llogis` = 1.85618, `000000010_llogis` = 1.19654, `000000001_lnorm` = 3.09183, `000000002_lnorm` = 2.42899, `000000003_lnorm` = 1.325, `000000004_lnorm` = 1.6108, +`000000005_lnorm` = 2.60329, `000000006_lnorm` = 0.865972, `000000007_lnorm` = 2.77742, `000000008_lnorm` = 1.19715, `000000009_lnorm` = 2.45546, `000000010_lnorm` = 0.970093, `000000001_lnorm_lnorm` = 1.64167, `000000002_lnorm_lnorm` = 1.6791, `000000003_lnorm_lnorm` = 1.80861, `000000004_lnorm_lnorm` = 0.921958, `000000005_lnorm_lnorm` = 1.68551, `000000006_lnorm_lnorm` = 1.28531, `000000007_lnorm_lnorm` = 1.82585, `000000008_lnorm_lnorm` = 1.0567, `000000009_lnorm_lnorm` = 1.21003, `000000010_lnorm_lnorm` = 1.67576, `000000001_weibull` = 1.67077, `000000002_weibull` = 0.93999, `000000003_weibull` = 1.45323, `000000004_weibull` = 3.60435, `000000005_weibull` = 1.0464, `000000006_weibull` = 1.48364, `000000007_weibull` = 2.08463, `000000008_weibull` = 1.05416, `000000009_weibull` = 2.73428, `000000010_weibull` = 0.784157)" diff --git a/tests/testthat/_snaps/hc/hc_weighted2.csv b/tests/testthat/_snaps/hc/hc_weighted2.csv index 34d89a9b..b25ed385 100644 --- a/tests/testthat/_snaps/hc/hc_weighted2.csv +++ b/tests/testthat/_snaps/hc/hc_weighted2.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,samples -average,0.05,1.24152,0.875982,0.702735,3.12015,1,parametric,10,"c(`000000001_gamma` = 0.987785, `000000002_gamma` = 3.15112, `000000003_gamma` = 0.84656, `000000004_gamma` = 0.70604, `000000001_llogis` = 1.80721, `000000001_lnorm` = 0.921875, `000000002_lnorm` = 1.73559, `000000001_weibull` = 1.97675, `000000002_weibull` = 0.701634, `000000003_weibull` = 1.43587, `000000004_weibull` = 3.02724)" +average,0.05,1.24152,0.875982,0.702735,3.12015,1,parametric,10,"c(`000000001_gamma` = 0.987785, `000000002_gamma` = 3.15112, `000000003_gamma` = 0.84656, `000000004_gamma` = 0.70604, `000000001_llogis` = 1.80721, `000000001_lnorm` = 0.921872, `000000002_lnorm` = 1.73558, `000000001_weibull` = 1.97675, `000000002_weibull` = 0.701634, `000000003_weibull` = 1.43587, `000000004_weibull` = 3.02724)" diff --git a/tests/testthat/_snaps/hc/hc_weighted_samples.csv b/tests/testthat/_snaps/hc/hc_weighted_samples.csv index 8b947c1b..785e23ee 100644 --- a/tests/testthat/_snaps/hc/hc_weighted_samples.csv +++ b/tests/testthat/_snaps/hc/hc_weighted_samples.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.27579,0.569545,0.492722,2.1647,1,parametric,10,1,"c(`000000001_lnorm` = 1.29091, `000000002_lnorm` = 2.32183, `000000003_lnorm` = 1.62344, `000000001_gamma` = 0.508842, `000000002_gamma` = 1.14031, `000000003_gamma` = 0.859883, `000000004_gamma` = 0.65392, `000000005_gamma` = 0.488042, `000000006_gamma` = 1.15914, `000000007_gamma` = 0.732169)" +average,0.05,1.27578,0.569544,0.492722,2.16469,1,parametric,10,1,"c(`000000001_lnorm` = 1.29091, `000000002_lnorm` = 2.32183, `000000003_lnorm` = 1.62344, `000000001_gamma` = 0.508842, `000000002_gamma` = 1.14031, `000000003_gamma` = 0.859883, `000000004_gamma` = 0.65392, `000000005_gamma` = 0.488042, `000000006_gamma` = 1.15914, `000000007_gamma` = 0.732169)" diff --git a/tests/testthat/_snaps/hc/hcici.csv b/tests/testthat/_snaps/hc/hcici.csv index 5b8bc8e0..7a376d57 100644 --- a/tests/testthat/_snaps/hc/hcici.csv +++ b/tests/testthat/_snaps/hc/hcici.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,0.45582,0.9984,2.43078,1,parametric,10,1,"c(`000000001_lnorm` = 0.934608, `000000002_lnorm` = 1.21813, `000000003_lnorm` = 1.45945, `000000004_lnorm` = 1.76623, `000000005_lnorm` = 1.65195, `000000006_lnorm` = 1.84673, `000000007_lnorm` = 1.60237, `000000008_lnorm` = 2.28777, `000000009_lnorm` = 2.4723, `000000010_lnorm` = 1.56512)" +average,0.05,1.68117,0.455819,0.998396,2.43078,1,parametric,10,1,"c(`000000001_lnorm` = 0.934604, `000000002_lnorm` = 1.21812, `000000003_lnorm` = 1.45944, `000000004_lnorm` = 1.76622, `000000005_lnorm` = 1.65194, `000000006_lnorm` = 1.84673, `000000007_lnorm` = 1.60237, `000000008_lnorm` = 2.28776, `000000009_lnorm` = 2.4723, `000000010_lnorm` = 1.56512)" diff --git a/tests/testthat/_snaps/hc/hcici_multi.csv b/tests/testthat/_snaps/hc/hcici_multi.csv index 5b8bc8e0..7a376d57 100644 --- a/tests/testthat/_snaps/hc/hcici_multi.csv +++ b/tests/testthat/_snaps/hc/hcici_multi.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.68118,0.45582,0.9984,2.43078,1,parametric,10,1,"c(`000000001_lnorm` = 0.934608, `000000002_lnorm` = 1.21813, `000000003_lnorm` = 1.45945, `000000004_lnorm` = 1.76623, `000000005_lnorm` = 1.65195, `000000006_lnorm` = 1.84673, `000000007_lnorm` = 1.60237, `000000008_lnorm` = 2.28777, `000000009_lnorm` = 2.4723, `000000010_lnorm` = 1.56512)" +average,0.05,1.68117,0.455819,0.998396,2.43078,1,parametric,10,1,"c(`000000001_lnorm` = 0.934604, `000000002_lnorm` = 1.21812, `000000003_lnorm` = 1.45944, `000000004_lnorm` = 1.76622, `000000005_lnorm` = 1.65194, `000000006_lnorm` = 1.84673, `000000007_lnorm` = 1.60237, `000000008_lnorm` = 2.28776, `000000009_lnorm` = 2.4723, `000000010_lnorm` = 1.56512)" diff --git a/tests/testthat/_snaps/hp/hc_fix.csv b/tests/testthat/_snaps/hp/hc_fix.csv index d6823de3..7aa93bbb 100644 --- a/tests/testthat/_snaps/hp/hc_fix.csv +++ b/tests/testthat/_snaps/hp/hc_fix.csv @@ -1,7 +1,7 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,1.87688,1.5501,0.365884,5.53174,1,parametric,100,1,"c(`000000001_multi` = 4.31286, `000000002_multi` = 1.90648, `000000003_multi` = 1.26987, `000000004_multi` = 0.539056, `000000005_multi` = 0.922972, `000000006_multi` = 8.63337, `000000007_multi` = 0.765493, `000000008_multi` = 2.20943, `000000009_multi` = 2.69634, `000000010_multi` = 0.300657, `000000011_multi` = 3.41079, `000000012_multi` = 3.43168, `000000013_multi` = 4.03754, `000000014_multi` = 0.826089, `000000015_multi` = 1.18607, `000000016_multi` = 1.1333, `000000017_multi` = 2.50294, `000000018_multi` = 3.74452, -`000000019_multi` = 2.11863, `000000020_multi` = 4.14995, `000000021_multi` = 2.46299, `000000022_multi` = 1.45917, `000000023_multi` = 2.93786, `000000024_multi` = 3.74221, `000000025_multi` = 0.376346, `000000026_multi` = 0.597984, `000000027_multi` = 1.49931, `000000028_multi` = 2.25579, `000000029_multi` = 2.2438, `000000030_multi` = 2.42837, `000000031_multi` = 3.78669, `000000032_multi` = 1.80485, `000000033_multi` = 4.11677, `000000034_multi` = 1.81453, `000000035_multi` = 0.991034, `000000036_multi` = 4.01653, -`000000037_multi` = 2.32196, `000000038_multi` = 2.00871, `000000039_multi` = 2.75868, `000000040_multi` = 0.750699, `000000041_multi` = 2.89909, `000000042_multi` = 0.180922, `000000043_multi` = 0.564682, `000000044_multi` = 4.31187, `000000045_multi` = 8.08822, `000000046_multi` = 1.13275, `000000047_multi` = 2.66366, `000000048_multi` = 0.95343, `000000049_multi` = 0.99921, `000000050_multi` = 1.78209, `000000051_multi` = 2.968, `000000052_multi` = 5.01668, `000000053_multi` = 2.86175, `000000054_multi` = 1.56625, -`000000055_multi` = 2.8206, `000000056_multi` = 4.91224, `000000057_multi` = 2.61966, `000000058_multi` = 2.13416, `000000059_multi` = 2.00602, `000000060_multi` = 1.58297, `000000061_multi` = 3.58273, `000000062_multi` = 4.83648, `000000063_multi` = 5.48442, `000000064_multi` = 1.63127, `000000065_multi` = 3.54827, `000000066_multi` = 1.57208, `000000067_multi` = 1.8757, `000000068_multi` = 2.99633, `000000069_multi` = 5.57454, `000000070_multi` = 1.7333, `000000071_multi` = 1.84462, `000000072_multi` = 1.58762, -`000000073_multi` = 0.764203, `000000074_multi` = 1.55603, `000000075_multi` = 4.75897, `000000076_multi` = 2.76912, `000000077_multi` = 0.849541, `000000078_multi` = 1.41306, `000000079_multi` = 0.650068, `000000080_multi` = 3.2829, `000000081_multi` = 2.67207, `000000082_multi` = 0.922477, `000000083_multi` = 0.356419, `000000084_multi` = 1.24127, `000000085_multi` = 2.24717, `000000086_multi` = 0.838075, `000000087_multi` = 1.78429, `000000088_multi` = 0.617971, `000000089_multi` = 3.19473, `000000090_multi` = 1.70554, -`000000091_multi` = 1.22935, `000000092_multi` = 1.09921, `000000093_multi` = 0.39991, `000000094_multi` = 1.12011, `000000095_multi` = 0.60378, `000000096_multi` = 3.15654, `000000097_multi` = 1.65801, `000000098_multi` = 2.48815, `000000099_multi` = 2.12929, `000000100_multi` = 2.69046)" +average,1,1.87689,1.55011,0.365888,5.53175,1,parametric,100,1,"c(`000000001_multi` = 4.31288, `000000002_multi` = 1.9065, `000000003_multi` = 1.26989, `000000004_multi` = 0.539061, `000000005_multi` = 0.922982, `000000006_multi` = 8.63338, `000000007_multi` = 0.765501, `000000008_multi` = 2.20945, `000000009_multi` = 2.69635, `000000010_multi` = 0.30066, `000000011_multi` = 3.41082, `000000012_multi` = 3.4317, `000000013_multi` = 4.03756, `000000014_multi` = 0.826098, `000000015_multi` = 1.18608, `000000016_multi` = 1.13332, `000000017_multi` = 2.50298, `000000018_multi` = 3.74454, +`000000019_multi` = 2.11866, `000000020_multi` = 4.14998, `000000021_multi` = 2.46302, `000000022_multi` = 1.45919, `000000023_multi` = 2.93791, `000000024_multi` = 3.74223, `000000025_multi` = 0.37635, `000000026_multi` = 0.59799, `000000027_multi` = 1.49933, `000000028_multi` = 2.2558, `000000029_multi` = 2.24383, `000000030_multi` = 2.4284, `000000031_multi` = 3.78674, `000000032_multi` = 1.80487, `000000033_multi` = 4.11683, `000000034_multi` = 1.81454, `000000035_multi` = 0.991044, `000000036_multi` = 4.01655, +`000000037_multi` = 2.322, `000000038_multi` = 2.00874, `000000039_multi` = 2.7587, `000000040_multi` = 0.750708, `000000041_multi` = 2.89913, `000000042_multi` = 0.180924, `000000043_multi` = 0.564688, `000000044_multi` = 4.3119, `000000045_multi` = 8.08831, `000000046_multi` = 1.13276, `000000047_multi` = 2.66367, `000000048_multi` = 0.95344, `000000049_multi` = 0.999222, `000000050_multi` = 1.7821, `000000051_multi` = 2.96802, `000000052_multi` = 5.01671, `000000053_multi` = 2.86176, `000000054_multi` = 1.56626, +`000000055_multi` = 2.82062, `000000056_multi` = 4.91228, `000000057_multi` = 2.61967, `000000058_multi` = 2.13417, `000000059_multi` = 2.00604, `000000060_multi` = 1.58299, `000000061_multi` = 3.58274, `000000062_multi` = 4.83651, `000000063_multi` = 5.48443, `000000064_multi` = 1.63129, `000000065_multi` = 3.54829, `000000066_multi` = 1.5721, `000000067_multi` = 1.87572, `000000068_multi` = 2.99637, `000000069_multi` = 5.57457, `000000070_multi` = 1.73332, `000000071_multi` = 1.84463, `000000072_multi` = 1.58764, +`000000073_multi` = 0.764211, `000000074_multi` = 1.55605, `000000075_multi` = 4.75899, `000000076_multi` = 2.76916, `000000077_multi` = 0.849553, `000000078_multi` = 1.41308, `000000079_multi` = 0.650074, `000000080_multi` = 3.28291, `000000081_multi` = 2.67211, `000000082_multi` = 0.922486, `000000083_multi` = 0.356423, `000000084_multi` = 1.24128, `000000085_multi` = 2.24721, `000000086_multi` = 0.838084, `000000087_multi` = 1.78431, `000000088_multi` = 0.617978, `000000089_multi` = 3.19475, `000000090_multi` = 1.70557, +`000000091_multi` = 1.22937, `000000092_multi` = 1.09922, `000000093_multi` = 0.399914, `000000094_multi` = 1.12012, `000000095_multi` = 0.603786, `000000096_multi` = 3.15656, `000000097_multi` = 1.65803, `000000098_multi` = 2.48818, `000000099_multi` = 2.1293, `000000100_multi` = 2.69049)" diff --git a/tests/testthat/_snaps/hp/hc_unfix.csv b/tests/testthat/_snaps/hp/hc_unfix.csv index 4c395212..4e8c06f0 100644 --- a/tests/testthat/_snaps/hp/hc_unfix.csv +++ b/tests/testthat/_snaps/hp/hc_unfix.csv @@ -1,7 +1,7 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,1.87688,1.37402,0.0959764,4.81699,1,parametric,100,1,"c(`000000001_multi` = 2.07427, `000000002_multi` = 1.85446, `000000003_multi` = 0.0412627, `000000004_multi` = 0.0895147, `000000005_multi` = 0.8359, `000000006_multi` = 3.27389, `000000007_multi` = 0.724317, `000000008_multi` = 0.855615, `000000009_multi` = 0.213416, `000000010_multi` = 0.103118, `000000011_multi` = 3.42286, `000000012_multi` = 2.46331, `000000013_multi` = 3.97422, `000000014_multi` = 0.853205, `000000015_multi` = 1.21222, `000000016_multi` = 1.15932, `000000017_multi` = 1.9029, -`000000018_multi` = 3.64394, `000000019_multi` = 1.01581, `000000020_multi` = 3.2291, `000000021_multi` = 1.03549, `000000022_multi` = 1.29693, `000000023_multi` = 2.9515, `000000024_multi` = 3.59744, `000000025_multi` = 0.356279, `000000026_multi` = 0.611675, `000000027_multi` = 1.45436, `000000028_multi` = 1.55298, `000000029_multi` = 1.84628, `000000030_multi` = 2.42895, `000000031_multi` = 3.46566, `000000032_multi` = 1.04541, `000000033_multi` = 3.78427, `000000034_multi` = 0.818122, `000000035_multi` = 1.01387, -`000000036_multi` = 3.71218, `000000037_multi` = 1.37172, `000000038_multi` = 1.54844, `000000039_multi` = 2.78088, `000000040_multi` = 0.539161, `000000041_multi` = 2.8049, `000000042_multi` = 0.156592, `000000043_multi` = 0.552686, `000000044_multi` = 4.19023, `000000045_multi` = 8.02719, `000000046_multi` = 0.938229, `000000047_multi` = 1.62258, `000000048_multi` = 0.919227, `000000049_multi` = 0.0434705, `000000050_multi` = 1.79129, `000000051_multi` = 2.44566, `000000052_multi` = 5.01284, `000000053_multi` = 2.6418, -`000000054_multi` = 1.51864, `000000055_multi` = 2.12563, `000000056_multi` = 4.86558, `000000057_multi` = 1.33087, `000000058_multi` = 0.838105, `000000059_multi` = 1.7842, `000000060_multi` = 0.498212, `000000061_multi` = 1.25229, `000000062_multi` = 4.76328, `000000063_multi` = 1.33566, `000000064_multi` = 0.325321, `000000065_multi` = 2.65782, `000000066_multi` = 1.35302, `000000067_multi` = 1.66817, `000000068_multi` = 2.72064, `000000069_multi` = 1.33937, `000000070_multi` = 1.71485, `000000071_multi` = 1.76947, -`000000072_multi` = 1.52315, `000000073_multi` = 0.146503, `000000074_multi` = 1.58014, `000000075_multi` = 4.62103, `000000076_multi` = 2.52375, `000000077_multi` = 0.491889, `000000078_multi` = 1.21002, `000000079_multi` = 0.435756, `000000080_multi` = 0.457126, `000000081_multi` = 0.792205, `000000082_multi` = 0.737757, `000000083_multi` = 0.366822, `000000084_multi` = 1.19687, `000000085_multi` = 1.73861, `000000086_multi` = 0.761153, `000000087_multi` = 1.2497, `000000088_multi` = 0.24357, `000000089_multi` = 3.15826, -`000000090_multi` = 1.4441, `000000091_multi` = 1.23971, `000000092_multi` = 0.624244, `000000093_multi` = 0.351436, `000000094_multi` = 1.12366, `000000095_multi` = 0.301418, `000000096_multi` = 3.11511, `000000097_multi` = 1.67857, `000000098_multi` = 2.4501, `000000099_multi` = 1.04751, `000000100_multi` = 0.322632)" +average,1,1.87689,1.37403,0.0959774,4.81702,1,parametric,100,1,"c(`000000001_multi` = 2.07429, `000000002_multi` = 1.85448, `000000003_multi` = 0.0412633, `000000004_multi` = 0.0895156, `000000005_multi` = 0.835909, `000000006_multi` = 3.27391, `000000007_multi` = 0.724325, `000000008_multi` = 0.855626, `000000009_multi` = 0.213419, `000000010_multi` = 0.103119, `000000011_multi` = 3.42288, `000000012_multi` = 2.46332, `000000013_multi` = 3.97425, `000000014_multi` = 0.853213, `000000015_multi` = 1.21224, `000000016_multi` = 1.15934, `000000017_multi` = 1.90293, +`000000018_multi` = 3.64396, `000000019_multi` = 1.01582, `000000020_multi` = 3.22912, `000000021_multi` = 1.0355, `000000022_multi` = 1.29695, `000000023_multi` = 2.95155, `000000024_multi` = 3.59746, `000000025_multi` = 0.356283, `000000026_multi` = 0.611681, `000000027_multi` = 1.45437, `000000028_multi` = 1.55299, `000000029_multi` = 1.8463, `000000030_multi` = 2.42898, `000000031_multi` = 3.4657, `000000032_multi` = 1.04543, `000000033_multi` = 3.78432, `000000034_multi` = 0.818129, `000000035_multi` = 1.01388, +`000000036_multi` = 3.7122, `000000037_multi` = 1.37174, `000000038_multi` = 1.54846, `000000039_multi` = 2.78089, `000000040_multi` = 0.539168, `000000041_multi` = 2.80494, `000000042_multi` = 0.156594, `000000043_multi` = 0.552692, `000000044_multi` = 4.19026, `000000045_multi` = 8.0273, `000000046_multi` = 0.93824, `000000047_multi` = 1.62259, `000000048_multi` = 0.919237, `000000049_multi` = 0.0434711, `000000050_multi` = 1.79131, `000000051_multi` = 2.44568, `000000052_multi` = 5.01287, `000000053_multi` = 2.64182, +`000000054_multi` = 1.51865, `000000055_multi` = 2.12564, `000000056_multi` = 4.86561, `000000057_multi` = 1.33088, `000000058_multi` = 0.838115, `000000059_multi` = 1.78423, `000000060_multi` = 0.49822, `000000061_multi` = 1.2523, `000000062_multi` = 4.7633, `000000063_multi` = 1.33568, `000000064_multi` = 0.325326, `000000065_multi` = 2.65784, `000000066_multi` = 1.35304, `000000067_multi` = 1.66819, `000000068_multi` = 2.72068, `000000069_multi` = 1.33939, `000000070_multi` = 1.71487, `000000071_multi` = 1.76948, +`000000072_multi` = 1.52316, `000000073_multi` = 0.146504, `000000074_multi` = 1.58016, `000000075_multi` = 4.62105, `000000076_multi` = 2.52378, `000000077_multi` = 0.491896, `000000078_multi` = 1.21004, `000000079_multi` = 0.43576, `000000080_multi` = 0.457131, `000000081_multi` = 0.792217, `000000082_multi` = 0.737765, `000000083_multi` = 0.366826, `000000084_multi` = 1.19688, `000000085_multi` = 1.73864, `000000086_multi` = 0.761162, `000000087_multi` = 1.24972, `000000088_multi` = 0.243573, +`000000089_multi` = 3.15828, `000000090_multi` = 1.44412, `000000091_multi` = 1.23973, `000000092_multi` = 0.624251, `000000093_multi` = 0.351439, `000000094_multi` = 1.12367, `000000095_multi` = 0.301422, `000000096_multi` = 3.11513, `000000097_multi` = 1.67859, `000000098_multi` = 2.45013, `000000099_multi` = 1.04751, `000000100_multi` = 0.322637)" diff --git a/tests/testthat/_snaps/hp/hp.csv b/tests/testthat/_snaps/hp/hp.csv index c0769b3c..e5325ed8 100644 --- a/tests/testthat/_snaps/hp/hp.csv +++ b/tests/testthat/_snaps/hp/hp.csv @@ -2,6 +2,6 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples gamma,1,4.67759,2.14332,0.993989,6.55631,0.356574,parametric,10,1,numeric(0) lgumbel,1,0.856452,0.732699,0.0636536,2.21195,0.0134466,parametric,10,1,numeric(0) llogis,1,2.80047,1.89766,0.460372,6.09523,0.0656452,parametric,10,1,numeric(0) -lnorm,1,1.95429,2.09645,0.409858,5.86466,0.177236,parametric,10,1,numeric(0) -lnorm_lnorm,1,1.23428,1.92474,0.251385,5.72094,0.0296268,parametric,10,1,numeric(0) +lnorm,1,1.95431,2.09646,0.409862,5.86469,0.177236,parametric,10,1,numeric(0) +lnorm_lnorm,1,1.23379,1.92431,0.251332,5.71961,0.0296268,parametric,10,1,numeric(0) weibull,1,4.62301,1.81696,0.79621,6.01478,0.357472,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/hp/hp106.csv b/tests/testthat/_snaps/hp/hp106.csv index facd0431..54eb9cfb 100644 --- a/tests/testthat/_snaps/hp/hp106.csv +++ b/tests/testthat/_snaps/hp/hp106.csv @@ -1,2 +1,2 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,3.89879,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,1,3.89878,NA,NA,NA,1,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hp/hp114.csv b/tests/testthat/_snaps/hp/hp114.csv index 8933a392..75a0b2db 100644 --- a/tests/testthat/_snaps/hp/hp114.csv +++ b/tests/testthat/_snaps/hp/hp114.csv @@ -2,6 +2,6 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples gamma,1,4.67759,NA,NA,NA,0.356574,parametric,0,NA,numeric(0) lgumbel,1,0.856452,NA,NA,NA,0.0134466,parametric,0,NA,numeric(0) llogis,1,2.80047,NA,NA,NA,0.0656452,parametric,0,NA,numeric(0) -lnorm,1,1.95429,NA,NA,NA,0.177236,parametric,0,NA,numeric(0) -lnorm_lnorm,1,1.23428,NA,NA,NA,0.0296268,parametric,0,NA,numeric(0) +lnorm,1,1.95431,NA,NA,NA,0.177236,parametric,0,NA,numeric(0) +lnorm_lnorm,1,1.23379,NA,NA,NA,0.0296268,parametric,0,NA,numeric(0) weibull,1,4.62301,NA,NA,NA,0.357472,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hp/hp81.csv b/tests/testthat/_snaps/hp/hp81.csv index 4db24128..74bc9472 100644 --- a/tests/testthat/_snaps/hp/hp81.csv +++ b/tests/testthat/_snaps/hp/hp81.csv @@ -1,2 +1,2 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,1.95429,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,1,1.95431,NA,NA,NA,1,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hp/hp89.csv b/tests/testthat/_snaps/hp/hp89.csv index a7c472ba..ae63cb3a 100644 --- a/tests/testthat/_snaps/hp/hp89.csv +++ b/tests/testthat/_snaps/hp/hp89.csv @@ -1,3 +1,3 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,2.5,9.25435,NA,NA,NA,1,parametric,0,NA,numeric(0) -average,1,1.95429,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,2.5,9.25437,NA,NA,NA,1,parametric,0,NA,numeric(0) +average,1,1.95431,NA,NA,NA,1,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hp/hp98.csv b/tests/testthat/_snaps/hp/hp98.csv index 9f45b8d2..696b1ce8 100644 --- a/tests/testthat/_snaps/hp/hp98.csv +++ b/tests/testthat/_snaps/hp/hp98.csv @@ -1,2 +1,2 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,1.95429,1.45515,0.636765,5.11972,1,parametric,10,1,"c(`000000001_lnorm` = 5.5825, `000000002_lnorm` = 3.52571, `000000003_lnorm` = 2.55716, `000000004_lnorm` = 1.8239, `000000005_lnorm` = 1.75669, `000000006_lnorm` = 1.26998, `000000007_lnorm` = 2.16264, `000000008_lnorm` = 0.819774, `000000009_lnorm` = 0.583634, `000000010_lnorm` = 2.37149)" +average,1,1.95431,1.45516,0.636771,5.11975,1,parametric,10,1,"c(`000000001_lnorm` = 5.58253, `000000002_lnorm` = 3.52573, `000000003_lnorm` = 2.55718, `000000004_lnorm` = 1.82391, `000000005_lnorm` = 1.7567, `000000006_lnorm` = 1.27, `000000007_lnorm` = 2.16266, `000000008_lnorm` = 0.819781, `000000009_lnorm` = 0.583639, `000000010_lnorm` = 2.3715)" diff --git a/tests/testthat/_snaps/hp/hp_1.csv b/tests/testthat/_snaps/hp/hp_1.csv index bd22facc..10774fd5 100644 --- a/tests/testthat/_snaps/hp/hp_1.csv +++ b/tests/testthat/_snaps/hp/hp_1.csv @@ -1,2 +1,2 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,1.95429,NA,5.5825,5.5825,1,parametric,1,1,c(`000000001_lnorm` = 5.5825) +average,1,1.95431,NA,5.58253,5.58253,1,parametric,1,1,c(`000000001_lnorm` = 5.58253) diff --git a/tests/testthat/_snaps/hp/hp_30.csv b/tests/testthat/_snaps/hp/hp_30.csv index ef9a47e1..36791384 100644 --- a/tests/testthat/_snaps/hp/hp_30.csv +++ b/tests/testthat/_snaps/hp/hp_30.csv @@ -1,8 +1,8 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,14.0374,3.67826,7.70998,26.3187,1,parametric,100,0.98,"c(`000000001_lnorm_lnorm` = 21.905, `000000002_lnorm_lnorm` = 19.0983, `000000003_lnorm_lnorm` = 19.71, `000000004_lnorm_lnorm` = 18.9176, `000000005_lnorm_lnorm` = 19.7671, `000000006_lnorm_lnorm` = 22.2544, `000000007_lnorm_lnorm` = 17.6754, `000000008_lnorm_lnorm` = 21.776, `000000009_lnorm_lnorm` = 23.5248, `000000010_lnorm_lnorm` = 26.3775, `000000011_lnorm_lnorm` = 23.9471, `000000012_lnorm_lnorm` = 20.689, `000000013_lnorm_lnorm` = 18.506, `000000014_lnorm_lnorm` = 21.7032, `000000015_lnorm_lnorm` = 21.1386, -`000000016_lnorm_lnorm` = 21.6936, `000000017_lnorm_lnorm` = 22.5682, `000000018_lnorm_lnorm` = 22.5325, `000000019_lnorm_lnorm` = 6.60413, `000000020_lnorm_lnorm` = 22.7357, `000000021_lnorm_lnorm` = 21.329, `000000022_lnorm_lnorm` = 18.3077, `000000023_lnorm_lnorm` = 21.3177, `000000024_lnorm_lnorm` = 21.0771, `000000025_lnorm_lnorm` = 20.8326, `000000026_lnorm_lnorm` = 8.05139, `000000027_lnorm_lnorm` = 19.8596, `000000028_lnorm_lnorm` = 27.3051, `000000029_lnorm_lnorm` = 23.5009, `000000030_lnorm_lnorm` = 23.8008, -`000000031_lnorm_lnorm` = 7.45763, `000000032_lnorm_lnorm` = 23.6515, `000000033_lnorm_lnorm` = 23.9128, `000000034_lnorm_lnorm` = 17.7636, `000000035_lnorm_lnorm` = 19.7889, `000000036_lnorm_lnorm` = 23.8406, `000000037_lnorm_lnorm` = 20.1804, `000000038_lnorm_lnorm` = 19.8814, `000000039_lnorm_lnorm` = 22.1944, `000000040_lnorm_lnorm` = 23.1972, `000000041_lnorm_lnorm` = 19.5315, `000000042_lnorm_lnorm` = 22.7875, `000000043_lnorm_lnorm` = 22.87, `000000044_lnorm_lnorm` = 18.9929, `000000045_lnorm_lnorm` = 20.7767, -`000000046_lnorm_lnorm` = 18.068, `000000047_lnorm_lnorm` = 25.5756, `000000048_lnorm_lnorm` = 21.04, `000000049_lnorm_lnorm` = 22.6465, `000000050_lnorm_lnorm` = 24.4121, `000000052_lnorm_lnorm` = 22.8454, `000000053_lnorm_lnorm` = 21.8701, `000000054_lnorm_lnorm` = 23.241, `000000055_lnorm_lnorm` = 24.0348, `000000056_lnorm_lnorm` = 21.0385, `000000057_lnorm_lnorm` = 21.5912, `000000058_lnorm_lnorm` = 19.8793, `000000059_lnorm_lnorm` = 19.0142, `000000060_lnorm_lnorm` = 15.5952, `000000061_lnorm_lnorm` = 20.2947, -`000000062_lnorm_lnorm` = 22.4467, `000000063_lnorm_lnorm` = 21.3009, `000000064_lnorm_lnorm` = 24.4895, `000000065_lnorm_lnorm` = 15.7785, `000000066_lnorm_lnorm` = 20.1206, `000000067_lnorm_lnorm` = 18.4226, `000000068_lnorm_lnorm` = 17.402, `000000069_lnorm_lnorm` = 20.094, `000000070_lnorm_lnorm` = 23.9461, `000000071_lnorm_lnorm` = 24.3473, `000000072_lnorm_lnorm` = 22.713, `000000073_lnorm_lnorm` = 27.4184, `000000074_lnorm_lnorm` = 19.2073, `000000075_lnorm_lnorm` = 19.1551, `000000076_lnorm_lnorm` = 19.1136, -`000000077_lnorm_lnorm` = 6.92779, `000000078_lnorm_lnorm` = 25.3851, `000000079_lnorm_lnorm` = 25.0586, `000000080_lnorm_lnorm` = 17.9099, `000000081_lnorm_lnorm` = 21.2841, `000000082_lnorm_lnorm` = 20.8871, `000000083_lnorm_lnorm` = 17.7219, `000000084_lnorm_lnorm` = 19.6936, `000000085_lnorm_lnorm` = 20.6515, `000000086_lnorm_lnorm` = 18.7977, `000000087_lnorm_lnorm` = 21.0113, `000000088_lnorm_lnorm` = 23.6375, `000000089_lnorm_lnorm` = 22.2086, `000000091_lnorm_lnorm` = 21.1708, `000000092_lnorm_lnorm` = 20.0883, -`000000093_lnorm_lnorm` = 23.3406, `000000094_lnorm_lnorm` = 18.1018, `000000095_lnorm_lnorm` = 22.3362, `000000096_lnorm_lnorm` = 20.5784, `000000097_lnorm_lnorm` = 26.2392, `000000098_lnorm_lnorm` = 21.2252, `000000099_lnorm_lnorm` = 21.967, `000000100_lnorm_lnorm` = 23.0762)" +average,1,14.0375,3.7122,7.66497,26.329,1,parametric,100,0.95,"c(`000000001_lnorm_lnorm` = 21.9048, `000000002_lnorm_lnorm` = 19.0984, `000000003_lnorm_lnorm` = 19.7098, `000000004_lnorm_lnorm` = 18.9173, `000000005_lnorm_lnorm` = 19.7669, `000000006_lnorm_lnorm` = 22.2542, `000000007_lnorm_lnorm` = 17.6752, `000000008_lnorm_lnorm` = 21.7758, `000000009_lnorm_lnorm` = 23.5247, `000000010_lnorm_lnorm` = 26.3773, `000000012_lnorm_lnorm` = 20.6888, `000000014_lnorm_lnorm` = 21.703, `000000015_lnorm_lnorm` = 21.1384, `000000016_lnorm_lnorm` = 21.6932, `000000017_lnorm_lnorm` = 22.5676, +`000000018_lnorm_lnorm` = 22.5328, `000000019_lnorm_lnorm` = 6.60594, `000000020_lnorm_lnorm` = 22.7354, `000000021_lnorm_lnorm` = 21.3289, `000000022_lnorm_lnorm` = 18.3075, `000000023_lnorm_lnorm` = 21.3175, `000000024_lnorm_lnorm` = 21.077, `000000025_lnorm_lnorm` = 20.8324, `000000026_lnorm_lnorm` = 8.05119, `000000027_lnorm_lnorm` = 19.8597, `000000028_lnorm_lnorm` = 27.3051, `000000029_lnorm_lnorm` = 23.5006, `000000030_lnorm_lnorm` = 23.8007, `000000031_lnorm_lnorm` = 7.45701, `000000032_lnorm_lnorm` = 23.6514, +`000000033_lnorm_lnorm` = 23.9126, `000000034_lnorm_lnorm` = 17.7634, `000000035_lnorm_lnorm` = 19.7886, `000000036_lnorm_lnorm` = 23.8404, `000000038_lnorm_lnorm` = 19.8812, `000000039_lnorm_lnorm` = 22.1943, `000000040_lnorm_lnorm` = 23.1973, `000000041_lnorm_lnorm` = 19.5314, `000000042_lnorm_lnorm` = 22.7873, `000000043_lnorm_lnorm` = 22.8698, `000000044_lnorm_lnorm` = 18.9926, `000000045_lnorm_lnorm` = 20.7766, `000000046_lnorm_lnorm` = 18.0683, `000000047_lnorm_lnorm` = 25.5754, `000000048_lnorm_lnorm` = 21.0398, +`000000049_lnorm_lnorm` = 22.6463, `000000050_lnorm_lnorm` = 24.4119, `000000051_lnorm_lnorm` = 22.261, `000000052_lnorm_lnorm` = 22.8452, `000000053_lnorm_lnorm` = 21.8698, `000000054_lnorm_lnorm` = 23.2408, `000000055_lnorm_lnorm` = 24.0347, `000000056_lnorm_lnorm` = 21.0383, `000000057_lnorm_lnorm` = 21.5909, `000000058_lnorm_lnorm` = 19.8791, `000000059_lnorm_lnorm` = 19.0136, `000000060_lnorm_lnorm` = 15.5949, `000000061_lnorm_lnorm` = 20.2945, `000000062_lnorm_lnorm` = 22.4464, `000000063_lnorm_lnorm` = 21.3007, +`000000064_lnorm_lnorm` = 24.4892, `000000065_lnorm_lnorm` = 15.7782, `000000066_lnorm_lnorm` = 20.1205, `000000067_lnorm_lnorm` = 18.422, `000000068_lnorm_lnorm` = 17.4014, `000000069_lnorm_lnorm` = 20.0939, `000000070_lnorm_lnorm` = 23.946, `000000071_lnorm_lnorm` = 24.3471, `000000072_lnorm_lnorm` = 22.713, `000000073_lnorm_lnorm` = 27.4183, `000000074_lnorm_lnorm` = 19.207, `000000075_lnorm_lnorm` = 19.155, `000000077_lnorm_lnorm` = 6.92782, `000000078_lnorm_lnorm` = 25.385, `000000079_lnorm_lnorm` = 25.0585, +`000000080_lnorm_lnorm` = 17.9097, `000000081_lnorm_lnorm` = 21.284, `000000082_lnorm_lnorm` = 20.887, `000000083_lnorm_lnorm` = 17.7218, `000000084_lnorm_lnorm` = 19.6934, `000000085_lnorm_lnorm` = 20.6512, `000000086_lnorm_lnorm` = 18.7977, `000000087_lnorm_lnorm` = 21.0112, `000000088_lnorm_lnorm` = 23.6375, `000000089_lnorm_lnorm` = 22.2089, `000000090_lnorm_lnorm` = 20.429, `000000091_lnorm_lnorm` = 21.1707, `000000093_lnorm_lnorm` = 23.3401, `000000094_lnorm_lnorm` = 18.1016, `000000095_lnorm_lnorm` = 22.3362, +`000000096_lnorm_lnorm` = 20.5781, `000000097_lnorm_lnorm` = 26.2392, `000000098_lnorm_lnorm` = 21.2249, `000000099_lnorm_lnorm` = 21.9668, `000000100_lnorm_lnorm` = 23.0759)" diff --git a/tests/testthat/_snaps/hp/hp_unweighted2.csv b/tests/testthat/_snaps/hp/hp_unweighted2.csv index adbfc0cd..f8fc83a8 100644 --- a/tests/testthat/_snaps/hp/hp_unweighted2.csv +++ b/tests/testthat/_snaps/hp/hp_unweighted2.csv @@ -1,5 +1,5 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,samples -average,1,3.89879,1.97678,0.750219,6.12671,1,parametric,10,"c(`000000001_gamma` = 5.0567, `000000002_gamma` = 0.957638, `000000003_gamma` = 5.80091, `000000004_gamma` = 6.58178, `000000005_gamma` = 2.53177, `000000006_gamma` = 5.72599, `000000007_gamma` = 4.16365, `000000008_gamma` = 5.81366, `000000009_gamma` = 6.46855, `000000010_gamma` = 1.1192, `000000001_lgumbel` = 0.50565, `000000002_lgumbel` = 1.51489, `000000003_lgumbel` = 0.169421, `000000004_lgumbel` = 0.110891, `000000005_lgumbel` = 0.432524, `000000006_lgumbel` = 0.711895, `000000007_lgumbel` = 2.41432, -`000000008_lgumbel` = 0.475696, `000000009_lgumbel` = 0.0499396, `000000010_lgumbel` = 0.565725, `000000001_llogis` = 6.68504, `000000002_llogis` = 0.735387, `000000003_llogis` = 1.95738, `000000004_llogis` = 1.47453, `000000005_llogis` = 3.6057, `000000006_llogis` = 1.42314, `000000007_llogis` = 0.380529, `000000008_llogis` = 1.73678, `000000009_llogis` = 1.66622, `000000010_llogis` = 4.06367, `000000001_lnorm` = 0.370443, `000000002_lnorm` = 0.794092, `000000003_lnorm` = 3.2461, `000000004_lnorm` = 2.22353, -`000000005_lnorm` = 0.690968, `000000006_lnorm` = 6.05028, `000000007_lnorm` = 0.545622, `000000008_lnorm` = 3.83026, `000000009_lnorm` = 0.850274, `000000010_lnorm` = 5.2253, `000000001_lnorm_lnorm` = 0.507638, `000000002_lnorm_lnorm` = 0.317903, `000000003_lnorm_lnorm` = 1.60724, `000000004_lnorm_lnorm` = 6.18641, `000000005_lnorm_lnorm` = 1.40696, `000000006_lnorm_lnorm` = 1.36387, `000000007_lnorm_lnorm` = 0.232073, `000000008_lnorm_lnorm` = 4.11767, `000000009_lnorm_lnorm` = 1.46189, `000000010_lnorm_lnorm` = 0.413313, +average,1,3.89878,1.97677,0.750218,6.12667,1,parametric,10,"c(`000000001_gamma` = 5.0567, `000000002_gamma` = 0.957638, `000000003_gamma` = 5.80091, `000000004_gamma` = 6.58178, `000000005_gamma` = 2.53177, `000000006_gamma` = 5.72599, `000000007_gamma` = 4.16365, `000000008_gamma` = 5.81366, `000000009_gamma` = 6.46855, `000000010_gamma` = 1.1192, `000000001_lgumbel` = 0.50565, `000000002_lgumbel` = 1.51489, `000000003_lgumbel` = 0.169421, `000000004_lgumbel` = 0.110891, `000000005_lgumbel` = 0.432524, `000000006_lgumbel` = 0.711895, `000000007_lgumbel` = 2.41432, +`000000008_lgumbel` = 0.475696, `000000009_lgumbel` = 0.0499396, `000000010_lgumbel` = 0.565725, `000000001_llogis` = 6.68504, `000000002_llogis` = 0.735387, `000000003_llogis` = 1.95738, `000000004_llogis` = 1.47453, `000000005_llogis` = 3.6057, `000000006_llogis` = 1.42314, `000000007_llogis` = 0.380529, `000000008_llogis` = 1.73678, `000000009_llogis` = 1.66622, `000000010_llogis` = 4.06367, `000000001_lnorm` = 0.370446, `000000002_lnorm` = 0.794099, `000000003_lnorm` = 3.24612, `000000004_lnorm` = 2.22354, +`000000005_lnorm` = 0.690974, `000000006_lnorm` = 6.05031, `000000007_lnorm` = 0.545627, `000000008_lnorm` = 3.83028, `000000009_lnorm` = 0.85028, `000000010_lnorm` = 5.22533, `000000001_lnorm_lnorm` = 0.507438, `000000002_lnorm_lnorm` = 0.31772, `000000003_lnorm_lnorm` = 1.60708, `000000004_lnorm_lnorm` = 6.18503, `000000005_lnorm_lnorm` = 1.40697, `000000006_lnorm_lnorm` = 1.36304, `000000007_lnorm_lnorm` = 0.232059, `000000008_lnorm_lnorm` = 4.11648, `000000009_lnorm_lnorm` = 1.46101, `000000010_lnorm_lnorm` = 0.413094, `000000001_weibull` = 2.94983, `000000002_weibull` = 5.27778, `000000003_weibull` = 3.42488, `000000004_weibull` = 0.677379, `000000005_weibull` = 4.77613, `000000006_weibull` = 3.38944, `000000007_weibull` = 1.97221, `000000008_weibull` = 4.7655, `000000009_weibull` = 1.20551, `000000010_weibull` = 6.22875)" diff --git a/tests/testthat/_snaps/hp/hp_weighted2.csv b/tests/testthat/_snaps/hp/hp_weighted2.csv index 945a4729..42bc3dea 100644 --- a/tests/testthat/_snaps/hp/hp_weighted2.csv +++ b/tests/testthat/_snaps/hp/hp_weighted2.csv @@ -1,2 +1,2 @@ dist,conc,est,se,lcl,ucl,wt,method,nboot,samples -average,1,3.89879,2.20838,0.995932,6.6479799999999996,1,parametric,10,"c(`000000001_gamma` = 5.0567, `000000002_gamma` = 0.957638, `000000003_gamma` = 5.80091, `000000004_gamma` = 6.58178, `000000001_llogis` = 2.54292, `000000001_lnorm` = 5.60305, `000000002_lnorm` = 1.69196, `000000001_weibull` = 2.214, `000000002_weibull` = 6.67005, `000000003_weibull` = 3.46739, `000000004_weibull` = 1.11081)" +average,1,3.89878,2.20838,0.995932,6.6479799999999996,1,parametric,10,"c(`000000001_gamma` = 5.0567, `000000002_gamma` = 0.957638, `000000003_gamma` = 5.80091, `000000004_gamma` = 6.58178, `000000001_llogis` = 2.54292, `000000001_lnorm` = 5.60308, `000000002_lnorm` = 1.69197, `000000001_weibull` = 2.214, `000000002_weibull` = 6.67005, `000000003_weibull` = 3.46739, `000000004_weibull` = 1.11081)" diff --git a/tests/testthat/_snaps/plot-cdf/fits.png b/tests/testthat/_snaps/plot-cdf/fits.png index 35812fa7adf0919cf71cf0425b91fbbc554d7345..4eb0f45637342f83cb25c8494b8c1808faf8dbe0 100644 GIT binary patch delta 31656 zcmZttWl&sQ*M$p1BZ1)V?k>UI-Gghe;O^QGG`K^sKxiZo+}$-d?(QzZUC!ot>#O=s z)%gv*W$v}6Tw|=oZ=khrpsG|@FfYplE`33YmIY$uw~tX+eaBKONb_1QOuvkAvgbRK z{j@4Ja1A4s2%>6aky1c~mUV@G|7c%+?$7X2I}j#uDJSpo`zx&7om>e!UA9>X#~UO& ze;I_$fWrC$QtFZbo#77bA1DPOvP08$!BRtKAtki52v~gmdUVdi!(;Yu4ctC7K0g1T zrKM%MKbDiH+FuBPkkir0HuqN;wYtyycmLm|;$*vuK#-OeLbi^3O6_ue8Uuw|^Kqdo zRx4j_Pu?C0bDywl)|LaLvYisMS$pTr+rtQrw zLXP)m$q14VD>qyKZ(Y6It;<##w?okLp5^4EWM#L*i5$DCOna;RA6%tmWVSNxD!M}v zvGQhZt38gjQ_|DT&o{bVr8M;QqyBZik=9y`J8IEjs-+C9u99?gbd>ijhWy{_p1eQw z&ZI0^D%E!ugN7m8oxME;XbE0*b@idYe?w#nx+5{bR2EHJUat@P=99mq5k7vDP*=y; z+S4_YC zdoAxbr9Vyh80h2YXONsS?G6Q<^)VssrXUd%i$9dOaejH3R1lFCn4h2TeZLuD+4gX? zZ@%{*_=j%QmtducW!p^S39|&w 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samples - > - 1 average 1 3.90 2.46 0.347 9.21 1 parametric 100 1 - -# sgompertz completely unstable! - - Code - set.seed(94) - ssdtools:::sgompertz(data) - Output - $log_location - [1] -0.8105617 - - $log_shape - [1] -300.8251 - - Code - set.seed(99) - ssdtools:::sgompertz(data) - Output - $log_location - [1] -0.9662517 - - $log_shape - [1] -2.602139 - - -# sgompertz with initial values still unstable! - - Code - set.seed(94) - ssdtools:::sgompertz(sdata) - Output - $log_location - [1] -0.8105617 - - $log_shape - [1] -300.8251 - - Code - set.seed(94) - ssdtools:::sgompertz(sdata, pars) - Output - $log_location - [1] 4.078373 - - $log_shape - [1] -2989.932 - - Code - set.seed(99) - ssdtools:::sgompertz(sdata) - Output - $log_location - [1] -0.9662517 - - $log_shape - [1] -2.602139 - - Code - set.seed(99) - ssdtools:::sgompertz(sdata, pars) - Output - $log_location - [1] 3.433594 - - $log_shape - [1] -104.2544 - - Code - set.seed(100) - ssdtools:::sgompertz(sdata, pars) - Output - $log_location - [1] 3.81493 - - $log_shape - [1] -669.3178 - - -# sgompertz cant even fit some values - - Code - ssdtools:::sgompertz(data.frame(left = x, right = x)) - Condition - Error in `lm.fit()`: - ! NA/NaN/Inf in 'y' - Code - ssdtools:::sgompertz(data.frame(left = rep(x, 10), right = rep(x, 10))) - Condition - Error in `lm.fit()`: - ! NA/NaN/Inf in 'y' - Code - ssdtools:::sgompertz(data.frame(left = x, right = x), pars = c(12800, 1)) - Condition - Error in `checkwz()`: - ! NAs found in the working weights variable 'wz' - Code - ssdtools:::sgompertz(data.frame(left = x / 12800, right = x / 12800)) - Condition - Error in `checkwz()`: - ! Some elements in the working weights variable 'wz' are not finite - -# sgompertz cant even initialize lots of values - - Code - set.seed(99) - ssdtools:::sgompertz(data.frame(left = x, right = x)) - Condition - Error in `checkwz()`: - ! Some elements in the working weights variable 'wz' are not finite - Code - set.seed(99) - ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") - Condition - Warning: - Distribution 'gompertz' failed to fit (try rescaling data): Error in checkwz(wz, M = M, trace = trace, wzepsilon = control$wzepsilon) : - Some elements in the working weights variable 'wz' are not finite - . - Error: - ! All distributions failed to fit. - Code - set.seed(100) - ssdtools:::sgompertz(data.frame(left = x, right = x)) - Output - $log_location - [1] -0.9424722 - - $log_shape - [1] -128.6335 - - Code - set.seed(100) - ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") - Condition - Warning: - Distribution 'gompertz' failed to fit (try rescaling data): Error in optim(par, fn, gr, method = method, lower = lower, upper = upper, : - L-BFGS-B needs finite values of 'fn' - . - Error: - ! 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a/tests/testthat/_snaps/zzz-unstable/hc_err_na.csv b/tests/testthat/_snaps/zzz-unstable/hc_err_na.csv deleted file mode 100644 index d781d10e..00000000 --- a/tests/testthat/_snaps/zzz-unstable/hc_err_na.csv +++ /dev/null @@ -1,2 +0,0 @@ -dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,0.93468,NA,NA,NA,1,parametric,100,0.95,numeric(0) diff --git a/tests/testthat/_snaps/zzz-unstable/hc_nonpara.csv b/tests/testthat/_snaps/zzz-unstable/hc_nonpara.csv deleted file mode 100644 index 3801f543..00000000 --- a/tests/testthat/_snaps/zzz-unstable/hc_nonpara.csv +++ /dev/null @@ -1,2 +0,0 @@ -dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.42624,0.0298622,1.37466,1.45809,1,non-parametric,10,1,"c(`000000001_lnorm` = 1.44298, `000000002_lnorm` = 1.3734, `000000003_lnorm` = 1.43012, `000000004_lnorm` = 1.39918, `000000005_lnorm` = 1.40569, `000000006_lnorm` = 1.39248, `000000007_lnorm` = 1.379, `000000008_lnorm` = 1.43881, `000000009_lnorm` = 1.43309, `000000010_lnorm` = 1.46248)" diff --git a/tests/testthat/_snaps/zzz-unstable/hc_notallestimates.csv b/tests/testthat/_snaps/zzz-unstable/hc_notallestimates.csv deleted file mode 100644 index 2e365f0a..00000000 --- a/tests/testthat/_snaps/zzz-unstable/hc_notallestimates.csv +++ /dev/null @@ -1,2 +0,0 @@ -dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.649,0.460596,1.03043,2.45733,1,parametric,10,1,"c(`000000001_multi` = 1.61774, `000000002_multi` = 2.30791, `000000003_multi` = 1.80506, `000000004_multi` = 1.97792, `000000005_multi` = 1.40445, `000000006_multi` = 2.50071, `000000007_multi` = 1.8864, `000000008_multi` = 0.936848, `000000009_multi` = 1.67856, `000000010_multi` = 1.35275)" diff --git a/tests/testthat/_snaps/zzz-unstable/hc_para.csv b/tests/testthat/_snaps/zzz-unstable/hc_para.csv deleted file mode 100644 index 8deb0e31..00000000 --- a/tests/testthat/_snaps/zzz-unstable/hc_para.csv +++ /dev/null @@ -1,2 +0,0 @@ -dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,1.42624,0.0143216,1.39428,1.43828,1,parametric,10,1,"c(`000000001_lnorm` = 1.39139, `000000002_lnorm` = 1.42044, `000000003_lnorm` = 1.41276, `000000004_lnorm` = 1.42325, `000000005_lnorm` = 1.429, `000000006_lnorm` = 1.40423, `000000007_lnorm` = 1.42847, `000000008_lnorm` = 1.44097, `000000009_lnorm` = 1.40688, `000000010_lnorm` = 1.4204)" diff --git a/tests/testthat/_snaps/zzz-unstable/hp_err.csv b/tests/testthat/_snaps/zzz-unstable/hp_err.csv deleted file mode 100644 index 7f4b3b68..00000000 --- a/tests/testthat/_snaps/zzz-unstable/hp_err.csv +++ /dev/null @@ -1,2 +0,0 @@ -dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,9.18263,5.4495,2.61999e-42,21.7655,1,parametric,100,0.98,numeric(0) diff --git a/tests/testthat/_snaps/zzz-unstable/hp_err_na.csv b/tests/testthat/_snaps/zzz-unstable/hp_err_na.csv deleted file mode 100644 index eb8465c8..00000000 --- a/tests/testthat/_snaps/zzz-unstable/hp_err_na.csv +++ /dev/null @@ -1,2 +0,0 @@ -dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,9.18263,NA,NA,NA,1,parametric,100,0.95,numeric(0) diff --git a/tests/testthat/_snaps/zzz-unstable/hp_nonpara.csv b/tests/testthat/_snaps/zzz-unstable/hp_nonpara.csv deleted file mode 100644 index e83f889d..00000000 --- a/tests/testthat/_snaps/zzz-unstable/hp_nonpara.csv +++ /dev/null @@ -1,2 +0,0 @@ -dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,2.27851,0.129041,2.14227,2.50138,1,non-parametric,10,1,"c(`000000001_lnorm` = 2.1973, `000000002_lnorm` = 2.50271, `000000003_lnorm` = 2.26204, `000000004_lnorm` = 2.39124, `000000005_lnorm` = 2.36897, `000000006_lnorm` = 2.41454, `000000007_lnorm` = 2.4968, `000000008_lnorm` = 2.21685, `000000009_lnorm` = 2.27042, `000000010_lnorm` = 2.1263)" diff --git a/tests/testthat/_snaps/zzz-unstable/hp_para.csv b/tests/testthat/_snaps/zzz-unstable/hp_para.csv deleted file mode 100644 index a03f21c1..00000000 --- a/tests/testthat/_snaps/zzz-unstable/hp_para.csv +++ /dev/null @@ -1,2 +0,0 @@ -dist,conc,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,1,2.27851,0.0639508,2.22229,2.4136,1,parametric,10,1,"c(`000000001_lnorm` = 2.42342, `000000002_lnorm` = 2.30825, `000000003_lnorm` = 2.3271, `000000004_lnorm` = 2.26583, `000000005_lnorm` = 2.25792, `000000006_lnorm` = 2.37977, `000000007_lnorm` = 2.27654, `000000008_lnorm` = 2.21194, `000000009_lnorm` = 2.36816, `000000010_lnorm` = 2.30299)" diff --git a/tests/testthat/_snaps/zzz-unstable/plot_anonb.png b/tests/testthat/_snaps/zzz-unstable/plot_anonb.png deleted file mode 100644 index 6f883989c5bf1dee971a377ef423e2a4b8c64a1e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 21022 zcmYg&1z40_*Yz+AF-V7`Fm$&_NJ=--?Er#w3X;OmNOww$5>f^rHIzsQsGzh%qaqR_ zpa}oDec$i@zU#v0;$iA=&OUpuz1G?!85wAjkuZ_KU@$UmEj42p3@-!vM@$HQ64iTc 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zbLxdT{0|E27{It(Cu3`!`0YvT0_|ReR#<&RGeV?voE4UiJXab@^! zHGNjA@sHfMM6qNxkkmJB-J)?8Jy%rRJLoVSpO)h|%%zb*Qo2vIxJssV`}>)d*oR}S z!YQ?=@*j{-oR5{h&@|BMw&#an3bW*g5TvReqiz_c3^!81#2t$C?YLp!@FHGa{EIUtZ$VOe_nZf@SmwKz_f7E>@tpDPbA|GX>^ zM@+!oE>EVTTyUK6V}jAB*pE3txaG>GDrZb33tm3+%Q3F2Vl$rLig?+edWa+7MK$j= zU+ zAaYczzL+5PXg`GLu_E0Pd-`nbWxTooSntz-aV#u-EoGKuJrt!O}t<(3D4R$A=r+ztALEk|%c6Ry?J#InP7( z8XRXYrr;+UIdHdVDQ7dzbbirfWcP#s8&=HC2z)ucUT6MR+W7B_kc*e3tA@EUvp;a0 z|9C~%n$PA%J;TW-N-_X2p7A}8g%WPwcL$o&V%O}{NCQM;1}fZ!gGBdfH<75PXT8Dz z0g}(mJ;9mIp$whZZjgusupxL~=$*&$#Bs{^HW!37$Vo4!?|59DM5q@W=i>1%_4$Do zNLlaFwyp0HpegGNH~bO|l}f2An3maa@1J1zVQqjp49#kM2C znAfkGO-LfKQ91GcV%_GV{NwvPBIg&69_r$E3FT!wFG)R4zN-R*l5Gu7eqPB5ve*ny zPS%^u4#jYbuOoPZx#A`o!!wmA;uSM?JP(DYX4D{KCF@FPI(ertH9srpOPE%yt+-Ff zJd9beAfzkFOv>_Lvbz?Az4UrX`{h=8KIV8?qQS}OMF9ncPX?;Be+pP z)~a!`B4YDTpSnM6IaX(`OO%_^B!?*x2NC6X;3gn#)H^bwf&)8ou$Elo{E8 zO~*-Hc1;Z5vgoA~s<|h0Gw*o?c}&b;eu?$IG_RruRBA^c)@NPlsQs z*I*@$0fm - # - 1 average 5 1.26 0.781 0.331 3.25 1 parametric 100 0.86 - # + 1 average 5 1.26 0.769 0.410 3.25 1 parametric 100 0.86 - testthat::skip_on_ci() - testthat::skip_on_cran() - testthat::expect_snapshot({ - hc_multi - }) -}) - -test_that("hp multi_ci lnorm default 100", { - fits <- ssd_fit_dists(ssddata::ccme_boron) - set.seed(102) - hp_average <- ssd_hp(fits, average = TRUE, ci = TRUE, nboot = 100, ci_method = "weighted_arithmetic", samples = TRUE) - set.seed(102) - hp_multi <- ssd_hp(fits, - average = TRUE, ci_method = "multi_free", ci = TRUE, nboot = 100, - min_pboot = 0.8, samples = TRUE - ) - - testthat::expect_snapshot({ - hp_average - }) - testthat::skip_on_ci() - testthat::skip_on_cran() - # ── Failure ('test-hp-root.R:79:3'): hp multi_ci lnorm default 100 ───────────────── - # Snapshot of code has changed: - # old[4:7] vs new[4:7] - # # A tibble: 1 x 10 - # dist conc est se lcl ucl wt method nboot pboot - # - # - 1 average 1 3.90 3.57 0.347 11.2 1 parametric 100 0.86 - # + 1 average 1 3.90 2.89 0.347 11.2 1 parametric 100 0.86 - testthat::expect_snapshot({ - hp_multi - }) -}) - -test_that("gamma parameters are extremely unstable", { - data <- ssddata::ccme_boron - data$Other <- data$Conc - data$Conc <- data$Conc / max(data$Conc) - - # gamma shape change from 913 to 868 on most recent version - set.seed(102) - fits <- ssd_fit_dists(data, dists = c("lnorm", "gamma"), right = "Other", rescale = FALSE, computable = FALSE) - - tidy <- tidy(fits) - expect_s3_class(tidy, "tbl") - testthat::skip_on_ci() # not sure why gamma shape is 908 on GitHub actions windows and 841 on GitHub actions ubuntu - testthat::skip_on_cran() - expect_snapshot_data(tidy, "tidy_gamma_unstable", digits = 1) -}) - - -test_that("sgompertz completely unstable!", { - skip_on_ci() # as incredibly unstable - skip_on_cran() - x <- c( - 3.15284072848962, 1.77947821504531, 0.507778085984185, 1.650387414067, - 1.00725113964435, 7.04244885481452, 1.32336941144339, 1.51533791792454 - ) - data <- data.frame(left = x, right = x, weight = 1) - expect_snapshot({ - set.seed(94) - ssdtools:::sgompertz(data) - set.seed(99) - ssdtools:::sgompertz(data) - }) - set.seed(100) - expect_error(ssdtools:::sgompertz(data)) -}) - -test_that("sgompertz with initial values still unstable!", { - skip_on_ci() # as incredibly unstable - skip_on_cran() - x <- c( - 3.15284072848962, 1.77947821504531, 0.507778085984185, 1.650387414067, - 1.00725113964435, 7.04244885481452, 1.32336941144339, 1.51533791792454 - ) - data <- data.frame(Conc = x) - set.seed(11) - expect_error(expect_warning( - fit <- ssd_fit_dists(data, dists = "gompertz"), - "Some elements in the working weights variable 'wz' are not finite" - )) - set.seed(21) - expect_error(expect_warning( - fit <- ssd_fit_dists(data, dists = "gompertz"), - "L-BFGS-B needs finite values of 'fn'" - )) - set.seed(10) - fit <- ssd_fit_dists(data, dists = "gompertz") - - sdata <- data.frame(left = x, right = x, weight = 1) - pars <- estimates(fit$gompertz) - - expect_snapshot({ - set.seed(94) - ssdtools:::sgompertz(sdata) - set.seed(94) - ssdtools:::sgompertz(sdata, pars) - set.seed(99) - ssdtools:::sgompertz(sdata) - set.seed(99) - ssdtools:::sgompertz(sdata, pars) - set.seed(100) - ssdtools:::sgompertz(sdata, pars) - }) - set.seed(100) - expect_error(ssdtools:::sgompertz(sdata)) -}) - -test_that("sgompertz cant even fit some values", { - skip_on_ci() # as incredibly unstable - skip_on_cran() - x <- c(160, 800, 840, 1500, 8200, 12800, 22000, 38000, 60900, 63000) - expect_snapshot( - { - ssdtools:::sgompertz(data.frame(left = x, right = x)) - ssdtools:::sgompertz(data.frame(left = rep(x, 10), right = rep(x, 10))) - ssdtools:::sgompertz(data.frame(left = x, right = x), pars = c(12800, 1)) - ssdtools:::sgompertz(data.frame(left = x / 12800, right = x / 12800)) - }, - error = TRUE - ) -}) - - -test_that("sgompertz cant even initialize lots of values", { - skip_on_ci() - skip_on_cran() - x <- c( - 38.696580321462, 41.0167488906729, 39.5529154651536, 40.1225506655899, - 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37.7012252335452, 41.2805510262182, - 38.4371011894573, 36.0375810764541, 37.7269181932527, 39.383489843013, - 37.785445612894, 39.2808598910424, 40.5804682220679, 39.4633266713821, - 40.9186377094679, 38.5959854428001, 38.3403967366083, 38.7686849587232, - 38.3341640787877, 37.3980950685274, 35.6839274550542, 37.1841982128791, - 39.3041223888912, 40.1800681285293, 38.5546795002772, 40.6649714235597, - 39.3908892554947, 40.5295797705759, 41.2123065166508, 42.7254305446572, - 38.4949631251763, 40.4935161618346, 38.5312798612271, 39.3479141908363, - 37.8583779286256, 39.3390670518522, 35.0475174766598, 39.3317121842063, - 39.291630780152, 39.8698771514366, 37.9858500799512, 40.8999515676964, - 38.0316622823605, 38.8489839517514, 37.4775721757, 37.1104504954058, - 39.8063713445244, 38.570827029856, 37.9436998244667, 39.8823824999909, - 39.0937021503757, 40.090613185766, 39.6700607263025, 35.9614086936976, - 38.1220240490322, 40.2313461100113, 38.493376737973, 37.8703435212788, - 37.8464499387457, 37.2716605807549, 38.6150991186386, 39.1517243082324, - 38.523443553638, 39.0255090270453, 38.5536830415702, 39.3734321577177, - 40.3498997970709, 39.5379777035583, 36.2140501511744, 41.5758157855067, - 39.371964604603, 38.4613550203525, 39.6530348500717, 36.2748047281009, - 38.2783274778123, 38.6522833139846, 38.1808211976449, 38.2513083309745, - 38.7109089141367, 39.7641821203552, 40.0028365411157, 38.1187417657084 - ) - expect_snapshot( - { - set.seed(99) - ssdtools:::sgompertz(data.frame(left = x, right = x)) - set.seed(99) - ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") - set.seed(100) - ssdtools:::sgompertz(data.frame(left = x, right = x)) - set.seed(100) - ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") - set.seed(131) - ssd_fit_dists(data.frame(Conc = x), dists = "gompertz") - }, - error = TRUE - ) -}) - -test_that("ssd_hc cis with error", { - skip_on_ci() - skip_on_cran() - - set.seed(99) - conc <- ssd_rlnorm_lnorm(30, meanlog1 = 0, meanlog2 = 1, sdlog1 = 1 / 10, sdlog2 = 1 / 10, pmix = 0.2) - data <- data.frame(Conc = conc) - fit <- ssd_fit_dists(data, dists = "lnorm_lnorm", min_pmix = 0.1) - expect_identical(attr(fit, "min_pmix"), 0.1) - expect_warning(hc_err <- ssd_hc(fit, ci = TRUE, ci_method = "multi_fixed", min_pboot = 0.99, nboot = 100)) - expect_s3_class(hc_err, "tbl") - expect_snapshot_data(hc_err, "hc_err_na") - hc_err <- ssd_hc(fit, ci = TRUE, nboot = 100, min_pboot = 0.92, ci_method = "weighted_samples") - expect_s3_class(hc_err, "tbl") - expect_snapshot_data(hc_err, "hc_err") -}) - -test_that("ssd_hc comparable parametric and non-parametric big sample size", { - skip_on_ci() - skip_on_cran() - - set.seed(99) - data <- data.frame(Conc = ssd_rlnorm(10000, 2, 1)) - fit <- ssd_fit_dists(data, dists = "lnorm") - set.seed(10) - hc_para <- ssd_hc(fit, ci = TRUE, nboot = 10, ci_method = "weighted_arithmetic", samples = TRUE) - expect_snapshot_data(hc_para, "hc_para") - set.seed(10) - hc_nonpara <- ssd_hc(fit, ci = TRUE, nboot = 10, parametric = FALSE, ci_method = "weighted_arithmetic", samples = TRUE) - expect_snapshot_data(hc_nonpara, "hc_nonpara") -}) - -test_that("ssd_hp cis with error", { - skip_on_ci() - skip_on_cran() - - set.seed(99) - conc <- ssd_rlnorm_lnorm(30, meanlog1 = 0, meanlog2 = 1, sdlog1 = 1 / 10, sdlog2 = 1 / 10, pmix = 0.2) - data <- data.frame(Conc = conc) - fit <- ssd_fit_dists(data, dists = "lnorm_lnorm", min_pmix = 0.1) - expect_identical(attr(fit, "min_pmix"), 0.1) - expect_warning(hp_err <- ssd_hp(fit, conc = 1, ci = TRUE, ci_method = "multi_fixed", nboot = 100, min_pboot = 0.99)) - expect_s3_class(hp_err, "tbl") - expect_snapshot_data(hp_err, "hp_err_na") - hp_err <- ssd_hp(fit, conc = 1, ci = TRUE, nboot = 100, min_pboot = 0.92, ci_method = "weighted_arithmetic") - expect_s3_class(hp_err, "tbl") - expect_snapshot_data(hp_err, "hp_err") -}) - -test_that("ssd_hp comparable parametric and non-parametric big sample size", { - skip_on_ci() - skip_on_cran() - - set.seed(99) - data <- data.frame(Conc = ssd_rlnorm(10000, 2, 1)) - fit <- ssd_fit_dists(data, dists = "lnorm") - set.seed(10) - hp_para <- ssd_hp(fit, 1, ci = TRUE, nboot = 10, ci_method = "weighted_arithmetic", samples = TRUE) - expect_snapshot_data(hp_para, "hp_para") - set.seed(10) - hp_nonpara <- ssd_hp(fit, 1, ci = TRUE, nboot = 10, parametric = FALSE, ci_method = "weighted_arithmetic", samples = TRUE) - expect_snapshot_data(hp_nonpara, "hp_nonpara") -}) - -test_that("plot geoms", { - skip_on_ci() - skip_on_cran() - - gp <- ggplot2::ggplot(boron_pred) + - geom_ssdpoint(data = ssddata::ccme_boron, ggplot2::aes(x = Conc)) + - geom_ssdsegment(data = ssddata::ccme_boron, ggplot2::aes(x = Conc, xend = Conc * 2)) + - geom_hcintersect(xintercept = 100, yintercept = 0.5) + - geom_xribbon( - ggplot2::aes(xmin = lcl, xmax = ucl, y = proportion), - alpha = 1 / 3 - ) - expect_snapshot_plot(gp, "geoms_all") -}) - - -test_that("ssd_plot censored data", { - skip_on_ci() - skip_on_cran() - - data <- ssddata::ccme_boron - data$Other <- data$Conc * 2 - expect_snapshot_plot(ssd_plot(data, boron_pred, right = "Other"), "boron_cens_pred_ribbon") -}) - -test_that("invpareto with extreme data", { - skip_on_ci() - skip_on_cran() - - data <- data.frame(Conc = c( - 2.48892649039671, 2.5258371156749, 2.51281264491458, - 2.49866046657748, 2.56572740160664, 2.49440006912093, 2.4817062813665, - 2.47546618759501, 2.53571697416386, 2.50242492575677, 2.50112253589808, - 2.5287786019635, 2.57780684900776, 2.53608336578284, 2.58101156958599, - 2.47461770234486, 2.49063194551244, 2.5856619890231, 2.48695693688166, - 2.57378026021983, 2.51235308389976, 2.48522032692049, 2.49973051106759, - 2.53625648406357, 2.51192819101941, 2.48564121012588, 2.47989185141965, - 2.47104478254847, 2.53704987914894, 2.48182203478124, 2.51943279158882, - 2.47875248023764, 2.52955571948405, 2.53413505298479, 2.4857126516631, - 2.55015093854307, 2.50566701101757, 2.5134323318284, 2.49793441210188, - 2.49424215906085, 2.48960347486455, 2.55358332496617, 2.55446292958609, - 2.48210193691792, 2.46945069890001, 2.48557684661491, 2.56460608968987, - 2.53708962699444, 2.48214951933889, 2.54412439394134, 2.59518068845417, - 2.55975671870397, 2.493434223589, 2.53455956396635, 2.49737837236316, - 2.54900643026637, 2.50513718347292, 2.54882879624245, 2.51814393193009, - 2.46420777049251, 2.46410824439861, 2.52375449633473, 2.50472480352834, - 2.47468853687034, 2.49903375287477, 2.51052484516152, 2.52440831022558, - 2.48241564711347, 2.57274003332032, 2.48966764017043, 2.5690823103684, - 2.50354051434315, 2.57783696959855, 2.55278129417344, 2.49091327122561, - 2.4858726676362, 2.50704022976757, 2.60120582374815, 2.48030852436464, - 2.58234455069583, 2.54629314447072, 2.52650700793897, 2.4871602238994, - 2.50569757079671, 2.49183442063104, 2.50165889380711, 2.47934668379978, - 2.47510756679179, 2.53369127110563, 2.46868451852079, 2.61321699644183, - 2.52987952199996, 2.58987810707128, 2.46777896999791, 2.51447342615507, - 2.48618482994608, 2.51794970929166, 2.49716394702713, 2.49218587262049 - )) - - fit99 <- ssd_fit_dists(data, dists = "invpareto") - - expect_equal( - estimates(fit99), - list(invpareto.weight = 1, invpareto.scale = 2.61422138795731, invpareto.shape = 26.0278618888663) - ) -}) - -test_that("not all estimates if fail", { - skip_on_ci() - skip_on_cran() - - dir <- withr::local_tempdir() - - fit <- ssd_fit_dists(ssddata::ccme_boron, dists = c("lnorm", "lnorm_lnorm")) - set.seed(49) - hc <- ssd_hc(fit, - nboot = 10, ci = TRUE, ci_method = "multi_fixed", - parametric = TRUE, save_to = dir, min_pboot = 0.8, samples = TRUE - ) - expect_snapshot_data(hc, "hc_notallestimates") - expect_identical(list.files(dir), c( - "data_000000000_multi.csv", "data_000000001_multi.csv", "data_000000002_multi.csv", - "data_000000003_multi.csv", "data_000000004_multi.csv", "data_000000005_multi.csv", - "data_000000006_multi.csv", "data_000000007_multi.csv", "data_000000008_multi.csv", - "data_000000009_multi.csv", "data_000000010_multi.csv", "estimates_000000000_multi.rds", - "estimates_000000001_multi.rds", "estimates_000000002_multi.rds", - "estimates_000000003_multi.rds", "estimates_000000004_multi.rds", - "estimates_000000005_multi.rds", "estimates_000000006_multi.rds", - "estimates_000000007_multi.rds", "estimates_000000008_multi.rds", - "estimates_000000009_multi.rds", "estimates_000000010_multi.rds" - )) -}) - -test_that("lnorm_lnorm fits anonb", { - skip_on_ci() - skip_on_cran() - - set.seed(99) - data <- ssddata::anon_b - fit <- ssd_fit_dists(data, - dists = c("lnorm_lnorm"), - at_boundary_ok = FALSE, min_pmix = 0.05 - ) - - tidy <- tidy(fit) - expect_snapshot_data(tidy, "tidy_anonb") - expect_snapshot_plot(ssd_plot(data, predict(fit), ci = FALSE), "plot_anonb") -}) - -test_that("lnorm_lnorm non-bimodal 1000 data", { - skip_on_ci() - skip_on_cran() - - data <- data.frame(Conc = c( - 11.6635934627129, 11.3655834538171, 11.8239438136152, 11.4457330597547, - 11.2733838979158, 11.6555694734405, 11.6077458629663, 11.6253179146231, - 11.7565586590195, 11.1887570445131, 11.6730568277929, 11.4120070711133, - 11.6824326010276, 11.3911357792784, 12.0706441525969, 11.2155412831347, - 11.3821410267404, 11.3267141623621, 11.6076784146829, 11.3209976317701, - 11.2959562378299, 11.6786188036454, 11.6046588017454, 11.7499647941354, - 11.4831512412866, 11.8286883023093, 11.7007855177161, 11.6125285414713, - 11.4368552322619, 11.677278735656, 11.2591724516819, 11.2122991922597, - 11.2014592283697, 11.6757643041424, 11.3976039512326, 11.4064992756645, - 11.6084844857244, 11.2659904100175, 11.4887603755147, 11.3465556328527, - 11.6709507658488, 11.4442961944266, 11.6860922015911, 11.3337180713638, - 11.4934336220037, 11.4237641215403, 11.2597374132061, 11.1767350574449, - 11.5249429055911, 11.2922544242571, 11.3860745867636, 11.5766005475934, - 11.2628237130449, 11.6146165920334, 11.4175020113036, 11.3195033621875, - 11.1710952560318, 11.6597792510826, 11.4868152191465, 11.5721318552201, - 11.6486854013223, 11.6404214031175, 11.4738473838758, 11.0370114162703, - 11.5306291118776, 11.7547581342576, 11.1729582778396, 11.5752263994969, - 11.2468730281413, 11.7327251393004, 11.6517053064323, 11.5377269190321, - 11.7274750442181, 11.8998204906137, 11.6746453028613, 11.7144040978644, - 11.3885625929466, 11.4727695225601, 11.5211563372212, 11.8779053238367, - 11.5235380529653, 11.7352073567185, 11.778095222296, 11.5565087399718, - 11.4303811869928, 11.411039568203, 11.7936208857429, 11.2632318149877, - 11.4183636452509, 11.5450923312535, 11.5304172016656, 11.3564668458882, - 11.3097786542072, 11.2559960803643, 11.1900205330239, 11.3179458681654, - 11.5468393692064, 11.6109598609785, 11.4397968689957, 11.5829306616596, - 11.4265533991304, 11.4037107783255, 11.6231069350061, 11.4476147809259, - 11.315857500714, 11.192073498525, 11.1450028934144, 11.4763778673496, - 11.3303593182416, 11.795851315237, 11.3154135776636, 11.504446981381, - 11.3686452517911, 11.0681174567049, 11.9482203553029, 11.4990621721172, - 11.7700827893035, 11.153277291342, 11.4103274908523, 11.362014739247, - 11.3370793845089, 10.9490041292355, 11.5709887438907, 11.2392472207936, - 11.4457697378538, 11.5518564381783, 11.1668497234251, 11.660217248224, - 11.5408481305805, 11.3596525221312, 11.7088443068689, 11.0985982119481, - 11.6344343224953, 11.5835918466228, 11.6707241606893, 11.4873075231587, - 11.6871951877657, 11.3561777270116, 11.0926984591504, 11.6670973459339, - 11.4743776164222, 11.4012126214713, 11.1670799989037, 11.3895862238313, - 11.4619188035051, 11.7438466838695, 11.7789086710159, 11.8254153257148, - 11.5350198406344, 11.614146101765, 11.5037937949341, 11.7594749216344, - 11.7232424558103, 11.4901038034287, 11.457497322123, 11.4701475688988, - 11.3495747129771, 11.4768364004515, 11.3536264552173, 11.6967872920671, - 11.5958239935742, 11.8102460795176, 11.5285720139981, 11.5636360422529, - 11.2391302305836, 11.6400828524342, 11.3649992872627, 11.7739800561355, - 11.9514605248261, 11.8948860243831, 11.3298148207664, 11.3913235205135, - 11.2842354326543, 11.5345139189297, 11.0970243900149, 11.7031563986728, - 11.6634306349493, 11.9092830544344, 11.5869287303179, 11.7564461328616, - 11.150172788247, 11.4822541140239, 11.4044323999418, 11.7430862177697, - 11.4674029907269, 11.6087102680844, 11.0224410790094, 11.1429072494759, - 11.1440714332214, 11.4429296944542, 11.5110545367456, 11.6902834560434, - 11.975232188303, 11.3484533650323, 11.5902139993436, 11.6936184805547, - 11.2156665797036, 11.5367845942098, 11.457685987964, 11.326091672857, - 11.54310696694, 11.6318253757251, 11.4672564829417, 11.2753353731344, - 11.5442624404976, 11.4998938095082, 11.7680718084146, 11.4432553497958, - 11.7656381805778, 11.6559051931419, 11.2711880476245, 11.6412415650511, - 11.5685922662603, 11.5506412075912, 11.3513987873333, 11.3315276655562, - 11.335640654208, 11.681285272101, 11.5589662365603, 11.1828140877568, - 11.5312581724757, 11.5432002402202, 11.7912888955701, 11.4905985999693, - 11.1259591802745, 11.4610350884183, 11.7991160364597, 11.579099060573, - 11.33449302326, 11.2554336598017, 11.4512378707303, 11.7226621454134, - 11.3527354290433, 11.6705425125658, 11.5563556191945, 11.7308586023113, - 11.9851397182973, 11.075885463439, 11.2080718893369, 11.4368799211954, - 11.5632546318052, 11.6634278624019, 11.318215841977, 11.4880779444713, - 11.6701760414542, 11.7900454830006, 11.4305509189927, 11.4005711273461, - 11.493397563551, 11.3671831886506, 11.5455573847742, 11.455219607115, - 11.3765307074504, 11.5322198186407, 11.7234429342707, 11.4913195141207, - 11.5800460407405, 11.5015183797711, 11.600345452303, 11.671105482069, - 11.9009180552352, 11.3047838103508, 11.243053789483, 11.3132995190247, - 11.1839945545923, 11.5467528309238, 11.4624123336534, 11.4384084755489, - 11.7624832869299, 11.4972069873588, 11.6718416090489, 11.5565193860913, - 11.6854937630156, 11.486887701755, 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11.2768023713792, 11.6479180048227, 11.8538348852147, 11.2816551787507, - 11.5483270246353, 11.5002183838825, 11.3020898934751, 11.5115149415805, - 11.2017560031151, 11.352225955946, 11.6826296693967, 11.8553332139932, - 11.9042883574032, 11.0560549115389, 11.1767099828818, 11.421709850191, - 11.702545464272, 11.7485923966285, 11.8047860348248, 11.4448541804893, - 11.4705435703147, 11.716935272144, 10.9954029806633, 11.1256601239288 - )) - fit <- ssd_fit_dists( - data = data, dists = "lnorm_lnorm", at_boundary_ok = TRUE, - min_pmix = 0 - ) - tidy <- tidy(fit) - expect_snapshot_data(tidy, "tidy_lnorm_lnorm_uni1000", digits = 3) -}) - -test_that("lnorm_lnorm non-bimodal 1000 data", { - skip_on_ci() - skip_on_cran() - - data <- data.frame(Conc = c( - 11.6635934627129, 11.3655834538171, 11.8239438136152, 11.4457330597547, - 11.2733838979158, 11.6555694734405, 11.6077458629663, 11.6253179146231, - 11.7565586590195, 11.1887570445131, 11.6730568277929, 11.4120070711133, - 11.6824326010276, 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11.352225955946, 11.6826296693967, 11.8553332139932, - 11.9042883574032, 11.0560549115389, 11.1767099828818, 11.421709850191, - 11.702545464272, 11.7485923966285, 11.8047860348248, 11.4448541804893, - 11.4705435703147, 11.716935272144, 10.9954029806633, 11.1256601239288 - )) - set.seed(100) - fit <- ssd_fit_dists(data = data, dists = "lnorm_lnorm", at_boundary_ok = TRUE, min_pmix = 3 / nrow(data)) - tidy <- tidy(fit) - expect_snapshot_data(tidy, "tidy_lnorm_lnorm_uni1000_3n", digits = 6) -}) From 19564f9d8d969679991690b953fbacbadf1c3ff7 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 16 Sep 2024 08:23:30 -0700 Subject: [PATCH 49/76] update readme instructions --- README.Rmd | 2 +- README.md | 3 +-- man/figures/README-unnamed-chunk-4-1.png | Bin 52264 -> 52268 bytes man/figures/README-unnamed-chunk-9-1.png | Bin 72928 -> 72909 bytes 4 files changed, 2 insertions(+), 3 deletions(-) diff --git a/README.Rmd b/README.Rmd index cb42a49b..3a40517e 100644 --- a/README.Rmd +++ b/README.Rmd @@ -42,7 +42,7 @@ To install the latest development version from [r-universe](https://bcgov.r-univ install.packages("ssdtools", repos = c("https://bcgov.r-universe.dev", "https://cloud.r-project.org")) ``` -To install the latest development version from [GitHub](https://github.com/bcgov/ssdtools) +or from [GitHub](https://github.com/bcgov/ssdtools) ```r # install.packages("pak", repos = sprintf("https://r-lib.github.io/p/pak/stable/%s/%s/%s", .Platform$pkgType, R.Version()$os, R.Version()$arch)) pak::pak("bcgov/ssdtools") diff --git a/README.md b/README.md index 8f5f0ebb..e443add0 100644 --- a/README.md +++ b/README.md @@ -43,8 +43,7 @@ To install the latest development version from install.packages("ssdtools", repos = c("https://bcgov.r-universe.dev", "https://cloud.r-project.org")) ``` -To install the latest development version from -[GitHub](https://github.com/bcgov/ssdtools) +or from [GitHub](https://github.com/bcgov/ssdtools) ``` r # install.packages("pak", repos = sprintf("https://r-lib.github.io/p/pak/stable/%s/%s/%s", .Platform$pkgType, R.Version()$os, R.Version()$arch)) diff --git a/man/figures/README-unnamed-chunk-4-1.png b/man/figures/README-unnamed-chunk-4-1.png index e9d58f7acf239649cd4258ce95afc319aab12a19..04c7c61553c7732951be4a06fe30d88b30c710d4 100644 GIT binary patch literal 52268 zcmZs@1yG#9(k=`Hhd^+*-~@Mf3&GvpB|vb8;O?#gg1fr}f`$OW-Q9ih|6R`c?sx0f zU$s=t!tT5?JuOc^-9xydywrO{d_)Kci1(kR#g!o-pzesLMvK9Opy=0CF_anuR6WdWY*;;kqr3_ ziuuriG@ywGsUQDv5RO{e>e~}rY&u7m?{~A#eD_wJPFIoQTIh9BRw<$A@v9hirZ(#b zcl-N!oqK&I-up~2e2Ph?OQwP(*!tDIcydNMusV0!eD`W`RHY~d8MYEUU%@@{anlUq z1?zX6olf;Tm|5BhrY(29N=GwcK+f=%5DI1|5a@Dq% zox`dbt?GY&cr|OaLbxD@&};7q{)TuV*l(id)j_!LTw2C8+4HG*I^E*KTA;g2FaOBE zsrXYPi$NBmi?4DP@-8Yd#QG*3LyhMhIdP4g6KryM3Tf4UBP~=wCG{s-XM=-EM`Lt z@iIuhR3q;| z_VutVcbPyicOai;`ONe=ArM6PF>#w2kF0<+fqGcQG|F_6R|bV+Fy*6@=~e6GvPQTQZfV`>TPX;wxqxyn; zEe`buD3VbKpH}yFcnesar|r98p#+=Zy95#{zpd46!HvI8x!-af*Zha{))~JUd^2z) 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z%BZq!M4Mzw$EvKOP!Mk}rR6GP0afW zUrmuI^Y9^MI}f4h6ZIKynJ?f#73wPSQUu*2x&SPQE3+fB32{>N?azp1l{IQYe8*7* zoK)TK48mtzKflK=?)eb;sq9ifE zshpqs85iO6IQekk?jzsK7=`ByAM|OR9Z?>;bef;fE<}e@8 z=W+VORb#BHvR6t2ng1{d<=!9Q0ZM=%eOdiFxo$a>d zgttc-@j8RAa#Jn&p8UI!;Os!j2=7fhgc>AvnXxm1BSg^p*4$FvgVM7(F1B=mEWGZL z&FYJi@Ufh~Z?GCtYY8?CY5XUl`fqfcQ&V_7GvB6J`gd0PZ Date: Wed, 18 Sep 2024 16:05:54 +0800 Subject: [PATCH 50/76] Added section on minimum sample size recommendations --- vignettes/additional-technical-details.Rmd | 65 +++++++++++++++++- vignettes/images/all_sims_bias.png | Bin 0 -> 89695 bytes vignettes/images/fitted_dists.png | Bin 0 -> 208507 bytes vignettes/images/original_recommendations.png | Bin 0 -> 99991 bytes vignettes/images/scrap/fitted_dists.png | Bin 0 -> 562963 bytes .../images/scrap/ssdata_sims_collated.png | Bin 0 -> 229978 bytes vignettes/images/ssdata_sims_collated.png | Bin 0 -> 78151 bytes vignettes/images/weights_collated.png | Bin 0 -> 184341 bytes vignettes/references.bib | 62 +++++++++++++++++ 9 files changed, 125 insertions(+), 2 deletions(-) create mode 100644 vignettes/images/all_sims_bias.png create mode 100644 vignettes/images/fitted_dists.png create mode 100644 vignettes/images/original_recommendations.png create mode 100644 vignettes/images/scrap/fitted_dists.png create mode 100644 vignettes/images/scrap/ssdata_sims_collated.png create mode 100644 vignettes/images/ssdata_sims_collated.png create mode 100644 vignettes/images/weights_collated.png diff --git a/vignettes/additional-technical-details.Rmd b/vignettes/additional-technical-details.Rmd index a0883bb1..170caf05 100644 --- a/vignettes/additional-technical-details.Rmd +++ b/vignettes/additional-technical-details.Rmd @@ -2,6 +2,7 @@ title: "Additional technical details" author: "sstools Team" date: '`r format(Sys.time(), "%Y-%m-%d")`' +bibliography: references.bib csl: my-style.csl latex_engine: MathJax mainfont: Arial @@ -49,6 +50,64 @@ The ssdtools package uses the method of Maximum Likelihood (ML) to estimate para that is fit to the data. Statistical theory says that maximum likelihood estimators are asymptotically unbiased, but does not guarantee performance in small samples. A detailed account of the issue of small sample bias in estimates can be found in the following [pdf](https://github.com/bcgov/ssdtools/blob/master/vignettes/small-sample-bias.pdf). +## Investigations into setting minimum sample sizes for uni-modal and bi-modal distributions in ssdtools + +Most jurisdictions require a minimum sample size for fitting a valid SSD. The current Austalian and New Zealand minimum is 5, in order to fit a the two-parameter log-normal distribution [@warne2018; @anzg]. The current default minimum sample size is 6 for version 1.0 of ssdtools [@thorleyschwarz; @thorleysschwartz2018joss], which is consistent with the current methodology for British Columbia [@ccme]. + +Here we report on a series of simulation studies designed to inform a final decision on the default minimum sample size to adopt for both the uni-modal 2 parameter distributions, as well as the bi-modal 5 parameter distributions. + +### Bias and CI coverage and interval width + +#### Simulations based on ssddata + +We used the example datasets in the ssddata package in R [@ssddata] to undertake a simulation study to examine bias, coverage and confidence interval widths using the recommended default set of distributions (lognormal, log-Gumbel, log-logistic, gamma, Weibull, and the lognormal-log-normal mixture), with model averaged estimates obtained using the multi-method, and confidence intervals estimated using the recommended weighted sample bootstrap method (see Fox et al. 2024). A total of 20 unique datasets were extracted from ssddata and used to define the parameters for the simulation study as follows: + + 1. Each dataset was extracted from ssddata and fit using the default distribution set as recommended in [@fox_methodologies_2021] and [@fox_methodologies_2024]. + 2. Of the six default distributions, the parameters for the distribution having the highest weight for each dataset was used to generate new random datasets of varying values of N, including (but not limited to): 5 (current ANZG minimum), 6 (current BC minimum), and 8 (current ANZG preferred). + 3. For each randomly generated dataset, ssdtools was used to re-fit the data, and model averaged estimates were obtained using the multi-method, with upper and lower confidence intervals estimated using the recommended weighted sample method. + +The individual ssdtools fits are shown below for each of the 20 simulation datasets from ssddata, for the six recommended default distributions, as well as the model averaged CDF (black line): + +![](Images/fitted_dists.png) + +This simulation process was repeated a minimum of 1,000 times for each dataset, and the results collated across all iterations. For each simulated dataset the true HCx values were obtained directly from the parameter estimates of from data generating distribution. From these, relative bias was calculated as the scaled-difference between the estimated HCx values and the true HCx value, i.e $$\frac{\widehat {HC}x-HCx}{HCx}$$ where $\widehat {HC}x$ is the estimate of the true value, $HCx$; coverage was calculated as the proportion of simulations where the true $HCx$ value fell within the lower and upper 95% confidence limits; and the scaled confidence interval width was calculated as $$\frac{UL-LL}{HCx}$$ where $UL$ and $LL$ are the upper and lower limits respectively. + +Bias, confidence interval width and coverage as a function of sample size across ~1000 simulations of 20 datasets using the multi model averaging method and the weighted sample method for estimating confidence intervals via ssdtools are shown below: + +![](Images/ssdata_sims_collated.png) + +The simulation results showed significant gains in terms of reduced bias from N=5 to N=6, as well as in coverage, which improved substantially between N=5 and N=6. There is also a small additional gain in coverage at N=7, where the median of the simulations reaches the expected 95% but this is only the case for HC1. + +#### Simulations based on EnviroTox + +In addition to the analysis based on the 20 ssddata example datasets, we also ran an expanded simulation study based on the EnviroTox dataset analysed by Yanagihara et al. (2024). Combined with the ssddata examples, this includes a total of 353 example datasets to use as case studies. Using this larger dataset as a basis for simulations, we followed the same procedure as described above to examine relative bias, as well as changes in the AICc weights (see below) for various sample sizes. Estimates of coverage and confidence interval widths were not obtained for this larger dataset due to the computationally intensive bootstrap method of obtaining confidence intervals. + +Bias of sample size across ~1000 simulations of 353 datasets using the multi model averaging method via ssdtools, for HC5, 10 and 20 (0.05, 0.1, and 0.2) are shown below: + +![](Images/all_sims_bias.png) + +Note that simulation results are shown separately for those derived from each of the six distributions as the underlying source data generating distribution. + +The bias results for this larger combined dataset did not show the same level of improvement from N=5 to N=6 as that based on the smaller ssddata simulation. However, there as a gradual improvement in bias with increasing N. There is no strong evidence for preferring N=6 over N=7 in the context of bias from either of the simulation studies. We note that the bias was highest at these small sample sizes for data generated using a gamma distribution, likely reflecting the extreme left-tailed nature of this distribution. + +### ACIc based model weights + +Aside from considerations of bias, coverage and confidence interval width, it is also prudent to examine how the weights of the different distributions changed with sample size, for data generated using the six different default distributions, to more fully investigate sample size issues associated with the use of the mixture distributions. This was examined using the simulation study across the larger combined ssddata and EnviroTox datasets (353 datasets) to ensure a wide range of potential representations of each of the six default distributions was considered. + +Below is a plot of the mean AICc weights as a function of sample size (N) obtained for data simulated using the best fit distribution to 353 datasets. Results are shown separately for the six different source distributions, with the upper plot (A) showing the AICc weight of the source (data generating) distributions, when fit using the default set of six distributions using ssdtools; and the lower plot (B) showing the AICc weight of the lognormal-lognormal mixture distribution for each of the source (data generating) distributions. + +![](Images/weights_collated.png) + +We found that the AICc weights for the five unimodal distributions were relatively similar (~0.2) for very low N. This is because for small N it is difficult to discern differences between the distributions in the candidate list. The weights increase to above 0.5 as N increases (i.e. their converge to the true underlying generating distribution at high N, upper plot). For very low sample sizes (N=5, 6 or 7) the source (data-generating) distribution is not preferentially weighted by the AICc (upper plot, A). + +For the lnorm_lnorm mixture, AICc weights can be >0.5 at relatively N (>8, lower plot, B). We also looked specifically at the AICc weight of the lognormal-lognormal mixture as one of six distributions in the default candidate set, across simulation based on all six source generating distributions. This was done to examine the potential for erroneously highly weighting the lognormal-lognormal mixture distribution by chance, when data are generated instead using one of the five unimodal distributions. For all the unimodal source distributions the lognormal-lognormal mixture never has high AICc weight, even at very high sample sizes (N=256, lower plot, B). The AICc weights are particularly low for the lnorm_lnorm mixture at low sample sizes for all the uni-modal source distributions (a desirable property) (lower plot, B). + +### Conclusions + +Overall, the results suggest that (relative) bias as a function of N behaves as expected. The N=6 recommendation appears to be well-supported as coverage is particularly low for N=5, but acceptable for N=6. The lognormal-lognormal mixture AICc weights suggest that this distribution will only be preferred (i.e. have a high AICc weight) when (i) there is clear evidence of bimodality in the source data; and (ii) large N. + +Based on these results, our recommendation is that only a single minimum sample size of N=6 be adopted (for both unimodal and bimodal), since our results suggest any gains in increasing this to 7 are minimal. + ## The inverse Pareto and inverse Weibull as limiting distributions of the Burr Type-III distribution ### Burr III distribution @@ -125,8 +184,10 @@ where $\theta$ is a parameter (constant). The distribution of $Y$ is also a Burr We recognise the last expression as the *cdf* of a Weibull distribution with parameters $c$ and $\theta$. - - ```{r, results = "asis", echo = FALSE} cat(ssdtools::ssd_licensing_md()) ``` + + +## References + diff --git a/vignettes/images/all_sims_bias.png b/vignettes/images/all_sims_bias.png new file mode 100644 index 0000000000000000000000000000000000000000..b769111b9a7813d5daea07ece23611bd31e6c96a GIT binary patch literal 89695 zcmdqJXCPed*EcHB5=03`Cwju@5p8f2B}z!cV05DQ9xYmQf|wx&(ISaa#;8$8XLLdI z-lCW2<=yW8^PcBC=RF_J=ksCMbIr`&Yp-ivYyH;mT5CtW&{Dle!bpOLhj&lynbIpf zyxRtNc(uF6DqLgF?CWHR0g$Ht@Ll2cilnC@t-1R{Ohmfz#g_!de5Pq<|v>KhIgeKlM7R z)91*`(eFP!ujThvdebGGXX<6r`eIER75C6M;>E`ZM<9o0&^!+ujl-DNI zsM4fV+wMfe^e`>1tN**EofQ8CScQy?8I_OFsGO(d#^m zj`*^`%Xhq^wa2)@uGMs>pWhW4tSfk^3}|v20?xZJ{c=n+Tst$f6oE^fiKcj7TN65V zc6NWtj4byS+C*LE{`vmnM^Z}!g$#P8-o#0(VQ0El@7>`VyNuW7H{22F6ZaKOh9?fG zNQm!H)XiOb?57n{PgXgX;5^dB(+2*G6zY{u`R~pt0N0?4|2R=@n+!P|czQ2P_xkG6 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tests/testthat/test-data.R | 13 ------------- tests/testthat/test-fit.R | 14 ++++++-------- 6 files changed, 11 insertions(+), 33 deletions(-) delete mode 100644 tests/testthat/_snaps/data/boron_unstable.csv diff --git a/R/fit.R b/R/fit.R index fc49aa5d..3e50283e 100644 --- a/R/fit.R +++ b/R/fit.R @@ -169,7 +169,7 @@ ssd_fit_dists <- function( rescale = FALSE, reweight = FALSE, computable = TRUE, - at_boundary_ok = FALSE, + at_boundary_ok = TRUE, all_dists = FALSE, min_pmix = ssd_min_pmix(nrow(data)), range_shape1 = c(0.05, 20), diff --git a/man/ssd_fit_dists.Rd b/man/ssd_fit_dists.Rd index bd3a5b6a..85110020 100644 --- a/man/ssd_fit_dists.Rd +++ b/man/ssd_fit_dists.Rd @@ -14,7 +14,7 @@ ssd_fit_dists( rescale = FALSE, reweight = FALSE, computable = TRUE, - at_boundary_ok = FALSE, + at_boundary_ok = TRUE, all_dists = FALSE, min_pmix = ssd_min_pmix(nrow(data)), range_shape1 = c(0.05, 20), diff --git a/tests/testthat/_snaps/data/boron_unstable.csv b/tests/testthat/_snaps/data/boron_unstable.csv deleted file mode 100644 index 172c259a..00000000 --- a/tests/testthat/_snaps/data/boron_unstable.csv +++ /dev/null @@ -1,10 +0,0 @@ -dist,term,est,se -gompertz,location,0.0394073,0.0119791 -gompertz,shape,0.00260432,0.00997275 -invpareto,scale,75.2608,0 -invpareto,shape,0.568403,0.107418 -llogis_llogis,locationlog1,0.896787,0.379717 -llogis_llogis,locationlog2,3.14918,0.288289 -llogis_llogis,pmix,0.255219,0.14435 -llogis_llogis,scalelog1,0.317647,0.167982 -llogis_llogis,scalelog2,0.49671,0.135114 diff --git a/tests/testthat/_snaps/fit/tidy_unstable_anon_e.csv b/tests/testthat/_snaps/fit/tidy_unstable_anon_e.csv index 4ff679e1..4193085c 100644 --- a/tests/testthat/_snaps/fit/tidy_unstable_anon_e.csv +++ b/tests/testthat/_snaps/fit/tidy_unstable_anon_e.csv @@ -1,4 +1,7 @@ dist,term,est,se +burrIII3,scale,26520.2,9210.27 +burrIII3,shape1,0.05,0.0486808 +burrIII3,shape2,5.14793,4.65934 invpareto,scale,38106.2,0 invpareto,shape,0.231937,0.0562529 llogis_llogis,locationlog1,2.26716,0.557743 diff --git a/tests/testthat/test-data.R b/tests/testthat/test-data.R index b93d4da1..e681aa48 100644 --- a/tests/testthat/test-data.R +++ b/tests/testthat/test-data.R @@ -20,19 +20,6 @@ test_that("boron stable", { expect_snapshot_data(tidy, "boron_stable") }) -test_that("boron unstable", { - dists <- ssd_dists(bcanz = FALSE) - set.seed(50) - expect_warning( - fits <- ssd_fit_dists(ssddata::ccme_boron, dists = dists), - "Distribution 'burrIII3' failed to fit" - ) - - tidy <- tidy(fits) - expect_s3_class(tidy, "tbl_df") - expect_snapshot_data(tidy, "boron_unstable") -}) - test_that("dist_data", { expect_snapshot_data(ssdtools::dist_data, "dist_data") }) diff --git a/tests/testthat/test-fit.R b/tests/testthat/test-fit.R index a3fcd50d..0bf961c8 100644 --- a/tests/testthat/test-fit.R +++ b/tests/testthat/test-fit.R @@ -264,7 +264,7 @@ test_that("ssd_fit_dists computable = TRUE allows for fits without standard erro expect_warning( expect_warning( - ssd_fit_dists(data, right = "Other", rescale = FALSE), + ssd_fit_dists(data, right = "Other", rescale = FALSE, at_boundary_ok = FALSE), "^Distribution 'lnorm_lnorm' failed to fit \\(try rescaling data\\)" ), "^Distribution 'lgumbel' failed to compute standard errors \\(try rescaling data\\)\\.$" @@ -366,14 +366,14 @@ test_that("ssd_fit_dists gives same answer for missing versus Inf right", { # expect_equal(tidy(fits0), tidy(fitsna)) }) -test_that("ssd_fit_dists min_pmix", { +test_that("ssd_fit_dists min_pmix at_boundary_ok FALSE", { set.seed(99) conc <- ssd_rlnorm_lnorm(1000, meanlog1 = 0, meanlog2 = 1, sdlog1 = 1 / 10, sdlog2 = 1 / 10, pmix = 0.1) data <- data.frame(Conc = conc) fits <- ssd_fit_dists(data, dists = c("lnorm_lnorm", "llogis_llogis"), min_pmix = 0.1) tidy <- tidy(fits) expect_error( - expect_warning(expect_warning(ssd_fit_dists(data, dists = c("lnorm_lnorm", "llogis_llogis"), min_pmix = 0.11))), + expect_warning(expect_warning(ssd_fit_dists(data, dists = c("lnorm_lnorm", "llogis_llogis"), min_pmix = 0.11, at_boundary_ok = FALSE))), "All distributions failed to fit." ) expect_snapshot_data(tidy, "min_pmix5") @@ -391,7 +391,7 @@ test_that("ssd_fit_dists min_pmix", { test_that("ssd_fit_dists at_boundary_ok message", { set.seed(99) expect_warning( - ssd_fit_dists(ssddata::ccme_boron, dists = c("lnorm", "burrIII3")), + ssd_fit_dists(ssddata::ccme_boron, dists = c("lnorm", "burrIII3"), at_boundary_ok = FALSE), "one or more parameters at boundary[.]$" ) expect_warning( @@ -410,10 +410,8 @@ test_that("ssd_fit_dists bcanz with anon_e", { }) test_that("ssd_fit_dists unstable with anon_e", { - expect_warning(expect_warning( - fit <- ssd_fit_dists(ssddata::anon_e, dists = ssd_dists(bcanz = FALSE)), - "burrIII3" - ), "gompertz") + expect_warning( + fit <- ssd_fit_dists(ssddata::anon_e, dists = ssd_dists(bcanz = FALSE)), "gompertz") tidy <- tidy(fit) expect_snapshot_data(tidy, "tidy_unstable_anon_e") }) From 7e057263c55d440a0ad1ed3f9afe8527e11cd119 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 19 Sep 2024 08:00:38 -0700 Subject: [PATCH 53/76] Bump version to 1.0.6.9017 --- DESCRIPTION | 2 +- NEWS.md | 6 +++++- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 816bd12f..bd409503 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: ssdtools Title: Species Sensitivity Distributions -Version: 1.0.6.9016 +Version: 1.0.6.9017 Authors@R: c( person("Joe", "Thorley", , "joe@poissonconsulting.ca", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-7683-4592")), diff --git a/NEWS.md b/NEWS.md index d499e724..6c7d588c 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,6 +1,6 @@ -# ssdtools 1.0.6.9016 +# ssdtools 1.0.6.9017 ## Additions @@ -14,11 +14,13 @@ - Added `trans = "log10"` and `add_x = 0` arguments to `ssd_plot()` and `ssd_plot_data()`. - Added `ssd_pmulti()`, `ssd_qmulti()` and `ssd_rmulti()` for combined mixture distributions. - Added `ssd_exx()` functions to get default parameter estimates for distributions. +- Added `ssd_censor_data()` to censor data. - Added David Fox and Rebecca Fisher as co-authors. - Added `npars` argument to `ssd_dists_bcanz()`. ## Modifications +- Changed `at_boundary_ok = TRUE` to ensure `lnorm_lnorm` mixture distribution included. - Changed to `min_pboot = 0.95` for all functions. - Changed `min_pmix = 0` to `min_pmix = ssd_min_pmix(nrow(data))` to by default give set min_pmix to be `0.1` or `3/nrow(data)` if greater to improve convergence of mixture models. @@ -46,8 +48,10 @@ give set min_pmix to be `0.1` or `3/nrow(data)` if greater to improve convergenc - Soft-deprecated argument `percent = 5` for `proportion = 0.05` for `ssd_hc()` and `predict()`. - `is_censored()`, `ssd_plot_cf()` and `comma_signif(...)` now warn deprecated unconditionally. - `plot.fitdists()` now defunct. +- Deprecated `ssd_wqg_bc()` and `ssd_wqg_burrlioz()`. (#75). - Removed defunct `ssd_cfplot()` - Removed `ccme_data` and `ccme_boron` data set. +- Removed `pearson1000` data set (now in `ssdtests` data). # ssdtools 1.0.6 From 7462b5ac8fe1bc023bd4f4080dd8aa821b216683 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Fri, 20 Sep 2024 07:35:07 -0700 Subject: [PATCH 54/76] artifact v4 --- .github/workflows/paper.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/paper.yaml b/.github/workflows/paper.yaml index 1e3f1519..daf28c2c 100644 --- a/.github/workflows/paper.yaml +++ b/.github/workflows/paper.yaml @@ -21,7 +21,7 @@ jobs: journal: joss paper-path: paper/paper.md - name: Upload - uses: actions/upload-artifact@v1 + uses: actions/upload-artifact@v4 with: name: paper path: paper/paper.pdf From 3f2d70e0122b130d609b988d9332ffccae714621 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Fri, 20 Sep 2024 07:42:18 -0700 Subject: [PATCH 55/76] delete html --- .../customising-plots_cache/html/__packages | 2 -- 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vignettes/ssdtools_cache/latex/unnamed-chunk-10_ba88be8c12a6e12a5f979cc683dacc65.RData delete mode 100644 vignettes/ssdtools_cache/latex/unnamed-chunk-10_ba88be8c12a6e12a5f979cc683dacc65.rdb delete mode 100644 vignettes/ssdtools_cache/latex/unnamed-chunk-10_ba88be8c12a6e12a5f979cc683dacc65.rdx delete mode 100644 vignettes/ssdtools_cache/latex/unnamed-chunk-13_dca6c0c0e78cc7e4bfa449baef65133b.RData delete mode 100644 vignettes/ssdtools_cache/latex/unnamed-chunk-13_dca6c0c0e78cc7e4bfa449baef65133b.rdb delete mode 100644 vignettes/ssdtools_cache/latex/unnamed-chunk-13_dca6c0c0e78cc7e4bfa449baef65133b.rdx diff --git a/vignettes/customising-plots_cache/html/__packages b/vignettes/customising-plots_cache/html/__packages deleted file mode 100644 index cee3436b..00000000 --- a/vignettes/customising-plots_cache/html/__packages +++ /dev/null @@ -1,2 +0,0 @@ -ggplot2 -ssdtools diff --git a/vignettes/customising-plots_cache/html/unnamed-chunk-1_7bf70bafc222b6ab52e59df37db72e64.RData 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z#B6&X{CK&$t{4k3Cdc|+HbF@0Q$9m7m`u<0m)Ae|%Z7*TpS)EJ6X-^PMmIao4^yBR P>6)Nl?0Vc3`Tzg`_Gd?% From 08dc8c1c9e497433525685871a6990bc078c3b63 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 23 Sep 2024 08:48:00 -0700 Subject: [PATCH 56/76] move gompertz problem data to ssdtests --- tests/testthat/test-gompertz.R | 12 ------------ 1 file changed, 12 deletions(-) diff --git a/tests/testthat/test-gompertz.R b/tests/testthat/test-gompertz.R index 59552abb..749d0f6e 100644 --- a/tests/testthat/test-gompertz.R +++ b/tests/testthat/test-gompertz.R @@ -19,15 +19,3 @@ test_that("gompertz", { set.seed(42) expect_equal(ssd_rgompertz(2), c(1.24208466660006, 1.32596518320944)) }) - -test_that("bootstrap gompertz with problem data", { - set.seed(99) - data <- data.frame(Conc = ssd_rgompertz(6, location = 0.6, shape = 0.07)) - fit <- ssdtools::ssd_fit_dists(data, dists = "gompertz") - set.seed(99) - hc <- ssd_hc(fit, - ci = TRUE, nboot = 100, min_pboot = 0.8, ci_method = "weighted_arithmetic", multi_est = FALSE, - samples = TRUE - ) - expect_snapshot_data(hc, "hc_prob") -}) From e8ac421919a075ead186d2bd75ed717431b8193f Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 23 Sep 2024 09:12:35 -0700 Subject: [PATCH 57/76] remove gompertz problem --- tests/testthat/_snaps/gompertz/hc_prob.csv | 7 ------- 1 file changed, 7 deletions(-) delete mode 100644 tests/testthat/_snaps/gompertz/hc_prob.csv diff --git a/tests/testthat/_snaps/gompertz/hc_prob.csv b/tests/testthat/_snaps/gompertz/hc_prob.csv deleted file mode 100644 index 0715b856..00000000 --- a/tests/testthat/_snaps/gompertz/hc_prob.csv +++ /dev/null @@ -1,7 +0,0 @@ -dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,0.179453,0.307799,0.0992422,1.23754,1,parametric,100,0.92,"c(`000000001_gompertz` = 0.232668, `000000003_gompertz` = 0.104651, `000000004_gompertz` = 0.546479, `000000005_gompertz` = 0.59723, `000000006_gompertz` = 0.232644, `000000007_gompertz` = 0.26047, `000000008_gompertz` = 0.194946, `000000009_gompertz` = 0.687566, `000000010_gompertz` = 0.158672, `000000011_gompertz` = 0.252489, `000000012_gompertz` = 0.212705, `000000013_gompertz` = 1.32526, `000000014_gompertz` = 0.196413, `000000015_gompertz` = 0.556619, `000000016_gompertz` = 0.542088, `000000017_gompertz` = 0.258851, -`000000018_gompertz` = 0.467362, `000000019_gompertz` = 0.444558, `000000020_gompertz` = 0.252365, `000000021_gompertz` = 1.00627, `000000022_gompertz` = 0.262159, `000000023_gompertz` = 0.201961, `000000024_gompertz` = 0.221781, `000000025_gompertz` = 0.370823, `000000026_gompertz` = 0.381622, `000000027_gompertz` = 0.587692, `000000028_gompertz` = 0.154181, `000000031_gompertz` = 0.10423, `000000032_gompertz` = 0.250053, `000000033_gompertz` = 0.462225, `000000034_gompertz` = 0.39652, `000000035_gompertz` = 0, -`000000036_gompertz` = 0.258822, `000000037_gompertz` = 0.242274, `000000038_gompertz` = 0.347614, `000000039_gompertz` = 0.29439, `000000040_gompertz` = 1.14346, `000000041_gompertz` = 0.135087, `000000042_gompertz` = 0.119971, `000000043_gompertz` = 0.314016, `000000044_gompertz` = 0.0979661, `000000045_gompertz` = 0.135296, `000000046_gompertz` = 0.260949, `000000047_gompertz` = 0.50742, `000000049_gompertz` = 1.83785, `000000050_gompertz` = 0.183739, `000000051_gompertz` = 0.119605, `000000052_gompertz` = 0.166286, -`000000053_gompertz` = 0.375928, `000000054_gompertz` = 0.16, `000000055_gompertz` = 0.378692, `000000056_gompertz` = 0.198193, `000000057_gompertz` = 0.854231, `000000058_gompertz` = 0.113677, `000000059_gompertz` = 0.0460489, `000000060_gompertz` = 0.26119, `000000061_gompertz` = 0.349783, `000000062_gompertz` = 0.155674, `000000063_gompertz` = 0.25708, `000000065_gompertz` = 0.862409, `000000066_gompertz` = 0.252748, `000000067_gompertz` = 1.27322, `000000068_gompertz` = 0.30646, `000000069_gompertz` = 0.102607, -`000000071_gompertz` = 0.882485, `000000072_gompertz` = 0.738937, `000000074_gompertz` = 0.2907, `000000075_gompertz` = 0.428083, `000000076_gompertz` = 0.325723, `000000077_gompertz` = 0.260432, `000000078_gompertz` = 0.331494, `000000079_gompertz` = 1.0526, `000000080_gompertz` = 0.616152, `000000081_gompertz` = 0.183109, `000000082_gompertz` = 0.184165, `000000083_gompertz` = 0.141392, `000000084_gompertz` = 0.324602, `000000085_gompertz` = 0.366267, `000000086_gompertz` = 0.672032, `000000087_gompertz` = 0.274923, -`000000088_gompertz` = 0.283306, `000000089_gompertz` = 0.252262, `000000090_gompertz` = 0.244424, `000000091_gompertz` = 0.109766, `000000092_gompertz` = 0.192248, `000000093_gompertz` = 0.156249, `000000094_gompertz` = 0.392504, `000000095_gompertz` = 0.171986, `000000096_gompertz` = 0.217738, `000000097_gompertz` = 0.548714, `000000098_gompertz` = 0.431485, `000000100_gompertz` = 0.298434)" From 763fa0400b44bb00893b5c654b689be6495dbfc4 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 23 Sep 2024 11:25:05 -0700 Subject: [PATCH 58/76] - Switch computable from TRUE to FALSE. --- R/fit.R | 2 +- man/ssd_fit_dists.Rd | 2 +- tests/testthat/test-fit.R | 84 +++++++++++++++++++-------------------- 3 files changed, 43 insertions(+), 45 deletions(-) diff --git a/R/fit.R b/R/fit.R index 3e50283e..b8068eb1 100644 --- a/R/fit.R +++ b/R/fit.R @@ -168,7 +168,7 @@ ssd_fit_dists <- function( nrow = 6L, rescale = FALSE, reweight = FALSE, - computable = TRUE, + computable = FALSE, at_boundary_ok = TRUE, all_dists = FALSE, min_pmix = ssd_min_pmix(nrow(data)), diff --git a/man/ssd_fit_dists.Rd b/man/ssd_fit_dists.Rd index 85110020..48d6fa11 100644 --- a/man/ssd_fit_dists.Rd +++ b/man/ssd_fit_dists.Rd @@ -13,7 +13,7 @@ ssd_fit_dists( nrow = 6L, rescale = FALSE, reweight = FALSE, - computable = TRUE, + computable = FALSE, at_boundary_ok = TRUE, all_dists = FALSE, min_pmix = ssd_min_pmix(nrow(data)), diff --git a/tests/testthat/test-fit.R b/tests/testthat/test-fit.R index 0bf961c8..5ebcd2f4 100644 --- a/tests/testthat/test-fit.R +++ b/tests/testthat/test-fit.R @@ -66,8 +66,8 @@ test_that("ssd_fit_dists not happy with left as left by default", { test_that("ssd_fit_dists returns object class fitdists", { fit <- ssd_fit_dists(ssddata::ccme_boron, - dists = c("lnorm", "llogis"), - rescale = FALSE + dists = c("lnorm", "llogis"), + rescale = FALSE ) expect_s3_class(fit, "fitdists") }) @@ -217,7 +217,7 @@ test_that("ssd_fit_dists warns to rescale data", { test_that("ssd_fit_dists doesn't warns to rescale data if already rescaled", { data <- data.frame(Conc = rep(2, 6)) expect_error(expect_warning(ssd_fit_dists(data, rescale = TRUE, dist = "lnorm"), - regexp = "^Distribution 'lnorm' failed to fit:" + regexp = "^Distribution 'lnorm' failed to fit:" )) }) @@ -225,14 +225,14 @@ test_that("ssd_fit_dists warns of optimizer convergence code error", { data <- ssddata::ccme_boron expect_error( expect_warning(ssd_fit_dists(data, control = list(maxit = 1), dist = "lnorm"), - regexp = "^Distribution 'lnorm' failed to converge \\(try rescaling data\\): Iteration limit maxit reach \\(try increasing the maximum number of iterations in control\\)\\.$" + regexp = "^Distribution 'lnorm' failed to converge \\(try rescaling data\\): Iteration limit maxit reach \\(try increasing the maximum number of iterations in control\\)\\.$" ) ) }) test_that("ssd_fit_dists estimates for ssddata::ccme_boron on bcanz dists", { fits <- ssd_fit_dists(ssddata::ccme_boron, rescale = TRUE) - + tidy <- tidy(fits) expect_s3_class(tidy, "tbl") expect_snapshot_data(tidy, "tidy_stable_rescale") @@ -240,10 +240,10 @@ test_that("ssd_fit_dists estimates for ssddata::ccme_boron on bcanz dists", { test_that("ssd_fit_dists not reorder", { fit <- ssd_fit_dists(ssddata::ccme_boron, - dists = c("lnorm", "llogis"), - rescale = FALSE + dists = c("lnorm", "llogis"), + rescale = FALSE ) - + expect_identical(npars(fit), c(lnorm = 2L, llogis = 2L)) expect_equal(logLik(fit), c(lnorm = -117.514216489547, llogis = -118.507435324581)) }) @@ -253,7 +253,7 @@ test_that("ssd_fit_dists equal weights no effect", { data <- ssddata::ccme_boron data$weight <- rep(2, nrow(data)) fits_weight <- ssd_fit_dists(data) - + expect_equal(estimates(fits_weight), estimates(fits)) }) @@ -261,18 +261,15 @@ test_that("ssd_fit_dists computable = TRUE allows for fits without standard erro data <- ssddata::ccme_boron data$Other <- data$Conc data$Conc <- data$Conc / max(data$Conc) - + expect_warning( - expect_warning( - ssd_fit_dists(data, right = "Other", rescale = FALSE, at_boundary_ok = FALSE), - "^Distribution 'lnorm_lnorm' failed to fit \\(try rescaling data\\)" - ), - "^Distribution 'lgumbel' failed to compute standard errors \\(try rescaling data\\)\\.$" + ssd_fit_dists(data, right = "Other", rescale = FALSE, at_boundary_ok = FALSE), + "^Distribution 'lnorm_lnorm' failed to fit \\(try rescaling data\\)" ) - + set.seed(102) - fits <- ssd_fit_dists(data, right = "Other", dists = c("lgumbel", "llogis", "lnorm", "lnorm_lnorm"), rescale = FALSE, computable = FALSE, at_boundary_ok = TRUE) - + fits <- ssd_fit_dists(data, right = "Other", dists = c("lgumbel", "llogis", "lnorm", "lnorm_lnorm"), rescale = FALSE, at_boundary_ok = TRUE) + tidy <- tidy(fits) expect_s3_class(tidy, "tbl") expect_snapshot_data(tidy, "tidy_stable_computable", digits = 3) @@ -280,58 +277,58 @@ test_that("ssd_fit_dists computable = TRUE allows for fits without standard erro test_that("ssd_fit_dists works with slightly censored data", { data <- ssddata::ccme_boron - + data$right <- data$Conc * 2 data$Conc <- data$Conc * 0.5 - + fits <- ssd_fit_dists(data, dists = "lnorm", right = "right", rescale = FALSE) - + tidy <- tidy(fits) - + expect_equal(tidy$est, c(2.56052524750529, 1.17234562953404), tolerance = 1e-06) expect_equal(tidy$se, c(0.234063281091344, 0.175423555900586), tolerance = 1e-05) }) test_that("ssd_fit_dists accepts 0 for left censored data", { data <- ssddata::ccme_boron - + data$right <- data$Conc data$Conc[1] <- 0 - + fits <- ssd_fit_dists(data, dists = "lnorm", right = "right", rescale = FALSE) - + tidy <- tidy(fits) - + expect_equal(tidy$est, c(2.54093502870563, 1.27968456496323), tolerance = 1e-06) expect_equal(tidy$se, c(0.242558677928804, 0.175719927258761), tolerance = 1e-06) }) test_that("ssd_fit_dists gives same values with zero and missing left values", { data <- ssddata::ccme_boron - + data$right <- data$Conc data$Conc[1] <- 0 - + fits0 <- ssd_fit_dists(data, dists = "lnorm", right = "right") - + data$Conc[1] <- NA - + fitsna <- ssd_fit_dists(data, dists = "lnorm", right = "right") - + expect_equal(tidy(fits0), tidy(fitsna)) }) test_that("ssd_fit_dists works with right censored data", { data <- ssddata::ccme_boron - + data$right <- data$Conc data$right[1] <- Inf - + expect_error( fits <- ssd_fit_dists(data, dists = "lnorm", right = "right"), "^Distributions cannot currently be fitted to right censored data\\.$" ) - + # # tidy <- tidy(fits) # @@ -341,22 +338,22 @@ test_that("ssd_fit_dists works with right censored data", { test_that("ssd_fit_dists gives same answer for missing versus Inf right", { data <- ssddata::ccme_boron - + data$right <- data$Conc data$right[1] <- Inf - + expect_error( fits <- ssd_fit_dists(data, dists = "lnorm", right = "right"), "^Distributions cannot currently be fitted to right censored data\\.$" ) - + data$right[1] <- NA - + expect_error( fits <- ssd_fit_dists(data, dists = "lnorm", right = "right"), "^Distributions cannot currently be fitted to right censored data\\.$" ) - + # fits0 <- ssd_fit_dists(data, dists = "lnorm", right = "right") # # data$right[1] <- NA @@ -396,8 +393,9 @@ test_that("ssd_fit_dists at_boundary_ok message", { ) expect_warning( ssd_fit_dists(ssddata::ccme_boron, - dists = c("lnorm", "burrIII3"), - at_boundary_ok = TRUE + dists = c("lnorm", "burrIII3"), + at_boundary_ok = TRUE, + computable = TRUE ), "failed to compute standard errors \\(try rescaling data\\)\\.$" ) @@ -418,8 +416,8 @@ test_that("ssd_fit_dists unstable with anon_e", { test_that("ssd_fit_dists works min_pmix = 0.5 and at_boundary_ok = TRUE and computable = FALSE", { fit <- ssd_fit_dists(ssddata::ccme_boron, - dists = c("lnorm", "lnorm_lnorm"), min_pmix = 0.5, - at_boundary_ok = TRUE, computable = FALSE + dists = c("lnorm", "lnorm_lnorm"), min_pmix = 0.5, + at_boundary_ok = TRUE, computable = FALSE ) tidy <- tidy(fit) expect_snapshot_data(tidy, "min_pmix_05") From d1872370847d6bc6a41e2ba8e551b3c61d6f1fcd Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 23 Sep 2024 11:51:08 -0700 Subject: [PATCH 59/76] - Only implement non-parametric bootstrap for censored data. --- R/hcp.R | 6 +++--- tests/testthat/_snaps/hc/fullyleft.csv | 2 +- tests/testthat/_snaps/hc/partialeftfull.csv | 2 +- tests/testthat/test-hc.R | 12 ++++++------ tests/testthat/test-hp.R | 2 +- 5 files changed, 12 insertions(+), 12 deletions(-) diff --git a/R/hcp.R b/R/hcp.R index 51e8f74f..c48e5c99 100644 --- a/R/hcp.R +++ b/R/hcp.R @@ -316,9 +316,9 @@ hcp_weighted <- function(hcp, level, samples, min_pboot) { weighted <- .weighted_fitdists(x) unequal <- .unequal_fitdists(x) estimates <- .list_estimates(x, all_estimates = FALSE) - - if (parametric && ci && identical(censoring, c(NA_real_, NA_real_))) { - wrn("Parametric CIs cannot be calculated for inconsistently censored data.") + + if (parametric && ci && !identical(censoring, c(0, Inf))) { + wrn("Parametric CIs cannot be calculated for censored data.") ci <- FALSE } diff --git a/tests/testthat/_snaps/hc/fullyleft.csv b/tests/testthat/_snaps/hc/fullyleft.csv index ee4064d1..733994ca 100644 --- a/tests/testthat/_snaps/hc/fullyleft.csv +++ b/tests/testthat/_snaps/hc/fullyleft.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,0.0276014,0,0.0457722,0.0457722,1,parametric,10,1,numeric(0) +average,0.05,0.0276014,NA,NA,NA,1,parametric,0,NA,numeric(0) diff --git a/tests/testthat/_snaps/hc/partialeftfull.csv b/tests/testthat/_snaps/hc/partialeftfull.csv index fc19803e..4341a63f 100644 --- a/tests/testthat/_snaps/hc/partialeftfull.csv +++ b/tests/testthat/_snaps/hc/partialeftfull.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -lnorm,0.05,1.83148,0.798458,0.945173,3.2476,1,parametric,10,1,numeric(0) +lnorm,0.05,1.83148,NA,NA,NA,1,parametric,0,NA,numeric(0) diff --git a/tests/testthat/test-hc.R b/tests/testthat/test-hc.R index b9ff43c4..f463a043 100644 --- a/tests/testthat/test-hc.R +++ b/tests/testthat/test-hc.R @@ -265,7 +265,7 @@ test_that("ssd_hc doesn't calculate cis with inconsistent censoring", { set.seed(10) expect_warning( hc <- ssd_hc(fits, ci = TRUE, nboot = 10), - "^Parametric CIs cannot be calculated for inconsistently censored data[.]$" + "^Parametric CIs cannot be calculated for censored data[.]$" ) expect_identical(hc$se, NA_real_) }) @@ -276,7 +276,8 @@ test_that("ssd_hc works with fully left censored data", { data$Conc <- 0 fits <- ssd_fit_dists(data, right = "Conc2", dists = c("lnorm", "llogis")) set.seed(10) - hc <- ssd_hc(fits, ci = TRUE, nboot = 10, ci_method = "weighted_arithmetic") + expect_warning(hc <- ssd_hc(fits, ci = TRUE, nboot = 10, ci_method = "weighted_arithmetic"), + "^Parametric CIs cannot be calculated for censored data[.]$") expect_snapshot_data(hc, "fullyleft") }) @@ -288,7 +289,7 @@ test_that("ssd_hc warns with partially left censored data", { set.seed(100) fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") expect_warning(hc <- ssd_hc(fits, ci = TRUE, nboot = 10, average = FALSE), - "Parametric CIs cannot be calculated for inconsistently censored data\\.") + "Parametric CIs cannot be calculated for censored data\\.") expect_snapshot_data(hc, "partialeft") }) @@ -302,7 +303,6 @@ test_that("ssd_hc works with fully left censored data", { fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") hc <- ssd_hc(fits, ci = TRUE, nboot = 10, average = FALSE) expect_snapshot_data(hc, "partialeftfull") - expect_gt(hc$ucl, hc$est) }) test_that("ssd_hc works with partially left censored data non-parametric", { @@ -325,7 +325,7 @@ test_that("ssd_hc not work partially censored even if all same left", { set.seed(10) expect_warning( hc <- ssd_hc(fits, ci = TRUE, nboot = 10), - "^Parametric CIs cannot be calculated for inconsistently censored data[.]$" + "^Parametric CIs cannot be calculated for censored data[.]$" ) }) @@ -338,7 +338,7 @@ test_that("ssd_hc doesn't works with inconsisently censored data", { set.seed(10) expect_warning( hc <- ssd_hc(fits, ci = TRUE, nboot = 10), - "^Parametric CIs cannot be calculated for inconsistently censored data[.]$" + "^Parametric CIs cannot be calculated for censored data[.]$" ) }) diff --git a/tests/testthat/test-hp.R b/tests/testthat/test-hp.R index 6d7482fa..1da7ef29 100644 --- a/tests/testthat/test-hp.R +++ b/tests/testthat/test-hp.R @@ -158,7 +158,7 @@ test_that("ssd_hp doesn't calculate cis with inconsistent censoring", { set.seed(10) expect_warning( hp <- ssd_hp(fits, 1, ci = TRUE, nboot = 10), - "^Parametric CIs cannot be calculated for inconsistently censored data[.]$" + "^Parametric CIs cannot be calculated for censored data[.]$" ) expect_identical(hp$se, NA_real_) }) From bcdf39569daafc8928f56cb709a9e40dc0984ce1 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 23 Sep 2024 12:39:37 -0700 Subject: [PATCH 60/76] break tidy_stable_computable tests into two parts with lnorm-lnorm separate --- .../_snaps/fit/tidy_stable_computable.csv | 17 ++++++----------- .../_snaps/lnorm-lnorm/lnorm_lnorm_no_se.csv | 6 ++++++ tests/testthat/test-fit.R | 4 ++-- tests/testthat/test-hc.R | 3 ++- tests/testthat/test-lnorm-lnorm.R | 13 +++++++++++++ 5 files changed, 29 insertions(+), 14 deletions(-) create mode 100644 tests/testthat/_snaps/lnorm-lnorm/lnorm_lnorm_no_se.csv diff --git a/tests/testthat/_snaps/fit/tidy_stable_computable.csv b/tests/testthat/_snaps/fit/tidy_stable_computable.csv index 47a01dab..49960fae 100644 --- a/tests/testthat/_snaps/fit/tidy_stable_computable.csv +++ b/tests/testthat/_snaps/fit/tidy_stable_computable.csv @@ -1,12 +1,7 @@ dist,term,est,se -lgumbel,locationlog,0.011,NA -lgumbel,scalelog,0.0337,NA -llogis,locationlog,0.012,0.278 -llogis,scalelog,0.0109,0.253 -lnorm,meanlog,0.0233,1.41 -lnorm,sdlog,0.0346,2.1 -lnorm_lnorm,meanlog1,0.032,NA -lnorm_lnorm,meanlog2,-3.48e-4,0.0186 -lnorm_lnorm,pmix,0.893,NA -lnorm_lnorm,sdlog1,0.0408,1.73 -lnorm_lnorm,sdlog2,0.00519,NA +lgumbel,locationlog,0.0110209,NA +lgumbel,scalelog,0.0337459,NA +llogis,locationlog,0.0119926,0.278196 +llogis,scalelog,0.0109175,0.253246 +lnorm,meanlog,0.0233306,1.41354 +lnorm,sdlog,0.0345919,2.09585 diff --git a/tests/testthat/_snaps/lnorm-lnorm/lnorm_lnorm_no_se.csv b/tests/testthat/_snaps/lnorm-lnorm/lnorm_lnorm_no_se.csv new file mode 100644 index 00000000..2fad99a5 --- /dev/null +++ b/tests/testthat/_snaps/lnorm-lnorm/lnorm_lnorm_no_se.csv @@ -0,0 +1,6 @@ +dist,term,est,se +lnorm_lnorm,meanlog1,0.032,NA +lnorm_lnorm,meanlog2,-3.48e-4,0.0186 +lnorm_lnorm,pmix,0.893,NA +lnorm_lnorm,sdlog1,0.0408,1.73 +lnorm_lnorm,sdlog2,0.00519,NA diff --git a/tests/testthat/test-fit.R b/tests/testthat/test-fit.R index 5ebcd2f4..3a4b95db 100644 --- a/tests/testthat/test-fit.R +++ b/tests/testthat/test-fit.R @@ -268,11 +268,11 @@ test_that("ssd_fit_dists computable = TRUE allows for fits without standard erro ) set.seed(102) - fits <- ssd_fit_dists(data, right = "Other", dists = c("lgumbel", "llogis", "lnorm", "lnorm_lnorm"), rescale = FALSE, at_boundary_ok = TRUE) + fits <- ssd_fit_dists(data, right = "Other", dists = c("lgumbel", "llogis", "lnorm"), rescale = FALSE, at_boundary_ok = TRUE) tidy <- tidy(fits) expect_s3_class(tidy, "tbl") - expect_snapshot_data(tidy, "tidy_stable_computable", digits = 3) + expect_snapshot_data(tidy, "tidy_stable_computable", digits = 6) }) test_that("ssd_fit_dists works with slightly censored data", { diff --git a/tests/testthat/test-hc.R b/tests/testthat/test-hc.R index f463a043..53f78b0a 100644 --- a/tests/testthat/test-hc.R +++ b/tests/testthat/test-hc.R @@ -301,7 +301,8 @@ test_that("ssd_hc works with fully left censored data", { set.seed(100) fits <- ssd_fit_dists(data, dists = "lnorm", right = "right") - hc <- ssd_hc(fits, ci = TRUE, nboot = 10, average = FALSE) + expect_warning(hc <- ssd_hc(fits, ci = TRUE, nboot = 10, average = FALSE), + "^Parametric CIs cannot be calculated for censored data\\.$") expect_snapshot_data(hc, "partialeftfull") }) diff --git a/tests/testthat/test-lnorm-lnorm.R b/tests/testthat/test-lnorm-lnorm.R index 686a450e..39dd48cf 100644 --- a/tests/testthat/test-lnorm-lnorm.R +++ b/tests/testthat/test-lnorm-lnorm.R @@ -55,3 +55,16 @@ test_that("lnorm_lnorm positive q with extreme large distribution", { meanlog2 = 100.39362, sdlog2 = 2.583824, pmix = 0.1308133 ), 1.41684268426224e+46) }) + +test_that("ssd_fit_dists allows for fits without standard errors lnorm_lnorm", { + data <- ssddata::ccme_boron + data$Other <- data$Conc + data$Conc <- data$Conc / max(data$Conc) + + set.seed(102) + fits <- ssd_fit_dists(data, right = "Other", dists = c("lnorm_lnorm")) + + tidy <- tidy(fits) + expect_s3_class(tidy, "tbl") + expect_snapshot_data(tidy, "lnorm_lnorm_no_se", digits = 3) +}) From c082cee977994d00c9c862d2c8e5426bd5292ef9 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 23 Sep 2024 12:59:17 -0700 Subject: [PATCH 61/76] update paper --- DESCRIPTION | 2 -- man/ssdtools-package.Rd | 2 -- paper/autoplot.png | Bin 130471 -> 130494 bytes paper/paper.bib | 6 +++--- paper/paper.md | 12 ++++++------ paper/ssd_plot.png | Bin 246599 -> 246585 bytes tests/testthat/test-gof.R | 2 +- 7 files changed, 10 insertions(+), 14 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index bd409503..94c52b42 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -15,9 +15,7 @@ Authors@R: c( person("Doug", "Spry", role = "ctb"), person("Rick", "van Dam", role = "ctb"), person("Graham", "Batley", role = "ctb"), - person("Yulia", "Cuthbertson", role = "ctb"), person("Tony", "Bigwood", role = "ctb"), - person("Michael", "Antenucci", role = "ctb"), person("Ali", "Azizishirazi", role = "ctb"), person("Nadine", "Hussein", , "nadine@poissonconsulting.ca", role = "ctb", comment = c(ORCID = "0000-0003-4470-8361")), diff --git a/man/ssdtools-package.Rd b/man/ssdtools-package.Rd index d642226b..31cf864e 100644 --- a/man/ssdtools-package.Rd +++ b/man/ssdtools-package.Rd @@ -38,9 +38,7 @@ Other contributors: \item Doug Spry [contributor] \item Rick van Dam [contributor] \item Graham Batley [contributor] - \item Yulia Cuthbertson [contributor] \item Tony Bigwood [contributor] - \item Michael Antenucci [contributor] \item Ali Azizishirazi [contributor] \item Nadine Hussein \email{nadine@poissonconsulting.ca} (\href{https://orcid.org/0000-0003-4470-8361}{ORCID}) [contributor] \item Sarah Lyons \email{sarah@poissonconsulting.ca} (\href{https://orcid.org/0000-0002-6745-6796}{ORCID}) [contributor] diff --git a/paper/autoplot.png b/paper/autoplot.png index 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Together with the Burr Type III, the inverse Pareto and inverse Weibull provide the underlying distributions of the SSD fitting software `Burrlioz` [@barry2012burrlioz] while the mixture distributions were added to accommodate bimodality [@fox_recent_2021]. -Since v1, `ssdtools` has by default fitted the lnorm, llogis, lgumbel, gamma, weibull and lnorm_lnorm distributions. +Since v1, `ssdtools` has by default fitted the `lnorm`, `llogis`, `lgumbel`, `gamma`, `weibull` and `lnorm_lnorm` distributions. ## Model Fitting From 39db6429b322586b7bad2df988eabc82eb306676 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 23 Sep 2024 14:47:12 -0700 Subject: [PATCH 64/76] update ref urls --- paper/paper.bib | 8 ++++---- paper/paper.md | 8 ++++---- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/paper/paper.bib b/paper/paper.bib index 6fb56f97..fd06d7fe 100644 --- a/paper/paper.bib +++ b/paper/paper.bib @@ -112,7 +112,7 @@ @Article{tmb number = {5}, pages = {1--21}, url = {http://www.jstatsoft.org/v070/i05/}, - doi = {10.18637/jss.v079.i05} + doi = {10.18637/jss.v070.i05} } @article{thorley2018ssdtools, @@ -163,8 +163,7 @@ @techreport{fox_methodologies_2021 institution = {Environmetrics Australia and Australian Institute of Marine Science}, author = {Fox, DR and Fisher, R and Thorley, JL and Schwarz, C}, month = mar, - year = {2021}, - url={https://environmetrics.net/docs/FOX%20and%20FISHER%20Final_final_report_rev2.3.pdf?189db0&189db0} + year = {2021} } @techreport{fox_methodologies_2024, @@ -173,6 +172,7 @@ @techreport{fox_methodologies_2024 Report prepared for the Department of Climate Change, Energy, the Environment and Water}, institution = {Environmetrics Australia and Australian Institute of Marine Science}, author = {Fox, DR and Fisher, R and Thorley, JL}, + doi = {10.25845/xtvt-yc51}, month = April, year = {2024} } @@ -192,7 +192,7 @@ @article{lepper2005manual volume={15}, pages={51--52}, year={2005}, - url = {https://www.helpdeskwater.nl/publish/pages/131519/_16__manual_on_the_methodological_framework_to_derive_environmental_quality_standards_for_priori.pdf} + url = {https://www.wrrl-info.de/docs/manual-derivation-qs.pdf} } @techreport{bcmecc2019, diff --git a/paper/paper.md b/paper/paper.md index a086b03f..52d1b6c9 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -99,13 +99,13 @@ Finding the solution to this last equation is referred to as *finding the root(s `ssdtools` generates confidence intervals for $\text{HC}_x$ and $\text{HP}_u$ values via bootstrapping. By default all versions of `ssdtools` use parametric bootstrapping as it has better coverage than the equivalent non parametric approach used in other SSD modelling software such as `Burrlioz` [see @fox_methodologies_2021]. -The first two versions of `ssdtools` both calculated the model averaged CI from the weighted arithmetic mean of the CIs of the individual distributions. +The first two versions of `ssdtools` both calculated the model averaged CI from the weighted arithmetic mean of the CIs of the individual distributions (`weighted_arithmetic`). Unfortunately, this approach has recently been shown to have poor coverage [@fox_methodologies_2024] and is inconsistent with the *inversion principle*. Consequently, v2 also offers a parametric bootstrap method that uses the joint cdf to generate data before refitting the original distribution set and solving for the newly estimated joint cdf [see details in @fox_methodologies_2024]. -This "multi" method can be implemented with and without re-estimation of the model weights. +This "multi" method can be implemented with (`multi_free`) and without (`multi_fixed`) re-estimation of the model weights. However, although the "multi" method has good coverage it is computationally slow. -As a result, the default method provided by the current update is a faster heuristic based on taking bootstrap samples from the individual distributions proportional to their weights [@fox_methodologies_2024]. +As a result, the default method (`weighted_samples`) provided by the current update is a faster heuristic based on taking bootstrap samples from the individual distributions proportional to their weights [@fox_methodologies_2024]. ## Multiple Distribution Functions @@ -113,7 +113,7 @@ In order to implement the "multi" method of bootstrapping, v2 also provides the ## Plotting -As well as to fitting SSDs and providing methods for estimating $\text{HC}_x$ and $\text{HP}_u$ values, `ssdtools` extends the `ggplot2` R package [@ggplot2] by defining `geom_ssdpoint()`, `geom_ssdsegment()`, `geom_hcintersect()` and `geom_xribbon()` geoms as well as a discrete color-blind scale `scale_color_sdd()` for SSD plots. +As well as fitting SSDs and providing methods for estimating $\text{HC}_x$ and $\text{HP}_u$ values, `ssdtools` extends the `ggplot2` R package [@ggplot2] by defining `geom_ssdpoint()`, `geom_ssdsegment()`, `geom_hcintersect()` and `geom_xribbon()` geoms and a discrete color-blind scale `scale_color_sdd()` for SSD plots. # Example of use From ed949d19de42123207d134860cd9dfa1820c7972 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 23 Sep 2024 15:04:37 -0700 Subject: [PATCH 65/76] vignette add faq latex --- DESCRIPTION | 1 + R/ssdtools-package.R | 1 + vignettes/faqs.Rmd | 16 +++++++++++++--- 3 files changed, 15 insertions(+), 3 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 94c52b42..fbf2ffb6 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -83,6 +83,7 @@ Suggests: future, grDevices, knitr, + latex2exp, magrittr, mle.tools, patchwork, diff --git a/R/ssdtools-package.R b/R/ssdtools-package.R index 39fc5dd2..8ff10a2c 100644 --- a/R/ssdtools-package.R +++ b/R/ssdtools-package.R @@ -28,6 +28,7 @@ utils::globalVariables("where") #' @importFrom goftest ad.test cvm.test #' @importFrom graphics par plot title #' @importFrom grid gList gpar grobName gTree polygonGrob segmentsGrob +#' @importFrom latex2exp TeX #' @importFrom lifecycle deprecated expect_deprecated deprecate_soft deprecate_stop deprecate_warn #' @importFrom parallel nextRNGStream nextRNGSubStream #' @importFrom plyr summarise diff --git a/vignettes/faqs.Rmd b/vignettes/faqs.Rmd index 96830d5d..0f7769e5 100644 --- a/vignettes/faqs.Rmd +++ b/vignettes/faqs.Rmd @@ -25,7 +25,7 @@ knitr::opts_chunk$set( ## How can I plot the model averaged fit with individual fits? -```{r, fig.width = 5, fig.height = 5} +```{r, fig.width = 6, fig.height = 4} library(ssdtools) dist <- ssd_fit_dists(ssddata::ccme_boron) @@ -53,14 +53,24 @@ boron_preds <- nest(ccme_boron, data = c(Chemical, Species, Conc, Units)) %>% ``` The resultant data and predictions can then be plotted as follows. -```{r, fig.width = 5, fig.height = 5} +```{r, fig.width = 6, fig.height = 4} ssd_plot(ccme_boron, boron_preds, xlab = "Concentration (mg/L)", ci = FALSE) + facet_wrap(~Group) ``` +## How do I allow mathematical expressions in the xlabel when using `ssd_plot()`? + + +```{r, fig.width = 6, fig.height = 4} +library(ggplot2) +library(latex2exp) + +ssd_plot(ssddata::ccme_boron, ssdtools::boron_pred, label = "Species", shape = "Group") + + scale_x_continuous(TeX("Boron $(\\mu g$/L)$"), breaks = c(1, 10, 100, 1000, 10000)) +``` +

    ```{r, results = "asis", echo = FALSE} cat(ssd_licensing_md()) ``` - From bb45e1837bba04229ad304de0aeefb22e9c201c9 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 23 Sep 2024 15:49:17 -0700 Subject: [PATCH 66/76] update namespace --- NAMESPACE | 1 + tests/testthat/_snaps/lnorm-lnorm/lnorm_lnorm_no_se.csv | 6 ------ 2 files changed, 1 insertion(+), 6 deletions(-) delete mode 100644 tests/testthat/_snaps/lnorm-lnorm/lnorm_lnorm_no_se.csv diff --git a/NAMESPACE b/NAMESPACE index 69ab7419..a6166981 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -173,6 +173,7 @@ importFrom(grid,gpar) importFrom(grid,grobName) importFrom(grid,polygonGrob) importFrom(grid,segmentsGrob) +importFrom(latex2exp,TeX) importFrom(lifecycle,deprecate_soft) importFrom(lifecycle,deprecate_stop) importFrom(lifecycle,deprecate_warn) diff --git a/tests/testthat/_snaps/lnorm-lnorm/lnorm_lnorm_no_se.csv b/tests/testthat/_snaps/lnorm-lnorm/lnorm_lnorm_no_se.csv deleted file mode 100644 index 2fad99a5..00000000 --- a/tests/testthat/_snaps/lnorm-lnorm/lnorm_lnorm_no_se.csv +++ /dev/null @@ -1,6 +0,0 @@ -dist,term,est,se -lnorm_lnorm,meanlog1,0.032,NA -lnorm_lnorm,meanlog2,-3.48e-4,0.0186 -lnorm_lnorm,pmix,0.893,NA -lnorm_lnorm,sdlog1,0.0408,1.73 -lnorm_lnorm,sdlog2,0.00519,NA From 87556ed8e1aa50aac03a659ced111c5c2055fe5d Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Tue, 24 Sep 2024 09:13:06 -0700 Subject: [PATCH 67/76] - `comma_signif()` added `big.mark = ","` and "..." must be unused. --- NAMESPACE | 3 +-- R/params.R | 10 +++++++--- R/ssdtools-package.R | 3 +-- R/utils.R | 19 +++++++------------ man/comma_signif.Rd | 13 ++++++------- man/params.Rd | 10 +++++++--- 6 files changed, 29 insertions(+), 29 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index a6166981..16ee7411 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -58,6 +58,7 @@ export(is_censored) export(logLik) export(nobs) export(npars) +export(params) export(pgompertz) export(plgumbel) export(plot) @@ -173,7 +174,6 @@ importFrom(grid,gpar) importFrom(grid,grobName) importFrom(grid,polygonGrob) importFrom(grid,segmentsGrob) -importFrom(latex2exp,TeX) importFrom(lifecycle,deprecate_soft) importFrom(lifecycle,deprecate_stop) importFrom(lifecycle,deprecate_warn) @@ -184,7 +184,6 @@ importFrom(parallel,nextRNGSubStream) importFrom(plyr,summarise) importFrom(purrr,list_assign) importFrom(purrr,transpose) -importFrom(scales,comma) importFrom(scales,manual_pal) importFrom(scales,percent) importFrom(scales,trans_breaks) diff --git a/R/params.R b/R/params.R index f160b9a5..15d1bed0 100644 --- a/R/params.R +++ b/R/params.R @@ -20,6 +20,7 @@ #' parameters at the boundary should be considered to have converged (default = FALSE). #' @param average A flag specifying whether to provide model averaged values as opposed to a value for each distribution. #' @param bcanz A flag or NULL specifying whether to only include distributions in the set that is approved by BC, Canada, Australia and New Zealand for official guidelines. +#' @param big.mark A string specifying used between every 3 digits to separate thousands. #' @param breaks A character vector #' @param bounds A named non-negative numeric vector of the left and right bounds for #' uncensored missing (0 and Inf) data in terms of the orders of magnitude @@ -155,6 +156,9 @@ #' @param weibull.shape shape parameter for the Weibull distribution. #' @param weibull.scale scale parameter for the Weibull distribution. #' @param ... Unused. -#' @keywords internal -#' @name params -NULL +#' @aliases parameters arguments args +#' @usage NULL +#' @export +# nocov start +params <- function(...) NULL +# nocov end diff --git a/R/ssdtools-package.R b/R/ssdtools-package.R index 8ff10a2c..8716aea6 100644 --- a/R/ssdtools-package.R +++ b/R/ssdtools-package.R @@ -28,13 +28,12 @@ utils::globalVariables("where") #' @importFrom goftest ad.test cvm.test #' @importFrom graphics par plot title #' @importFrom grid gList gpar grobName gTree polygonGrob segmentsGrob -#' @importFrom latex2exp TeX #' @importFrom lifecycle deprecated expect_deprecated deprecate_soft deprecate_stop deprecate_warn #' @importFrom parallel nextRNGStream nextRNGSubStream #' @importFrom plyr summarise #' @importFrom purrr list_assign transpose #' @importFrom Rcpp sourceCpp -#' @importFrom scales comma manual_pal percent trans_breaks +#' @importFrom scales manual_pal percent trans_breaks #' @importFrom ssddata gm_mean #' @importFrom stats coef complete.cases ks.test logLik nobs optim plogis predict qlogis runif sd setNames weighted.mean #' @importFrom stats uniroot diff --git a/R/utils.R b/R/utils.R index 619a37e2..d9ab8d9c 100644 --- a/R/utils.R +++ b/R/utils.R @@ -14,27 +14,22 @@ #' Comma and Significance Formatter #' -#' By default the numeric vectors are first rounded to three significant figures. -#' Then scales::comma is only applied to values greater than or equal to 1000 -#' to ensure that labels are permitted to have different numbers of decimal places. -#' #' @param x A numeric vector to format. -#' @param ... Additional arguments passed to [scales::comma]. #' @inheritParams params #' @return A character vector. #' @export #' @examples -#' comma_signif(c(0.1, 1, 10, 1000)) -#' scales::comma(c(0.1, 1, 10, 1000)) -comma_signif <- function(x, digits = 3, ...) { - if (vld_used(...)) { - lifecycle::deprecate_warn("0.3.3", "comma_signif(...)") - } +#' comma_signif(c(0.1, 1, 10, 1000, 10000)) +comma_signif <- function(x, digits = 3, ..., big.mark = ",") { + chk_numeric(x) + chk_number(digits) + chk_string(big.mark) + chk_unused(...) x <- signif(x, digits = digits) y <- as.character(x) bol <- !is.na(x) & as.numeric(x) >= 1000 - y[bol] <- comma(x[bol], ...) + y[bol] <- stringr::str_replace_all(y[bol], "(\\d{1,1})(\\d{3,3}(?<=\\.|$))", paste0("\\1", big.mark, "\\2")) y } diff --git a/man/comma_signif.Rd b/man/comma_signif.Rd index 5e0d90d0..13c79110 100644 --- a/man/comma_signif.Rd +++ b/man/comma_signif.Rd @@ -4,24 +4,23 @@ \alias{comma_signif} \title{Comma and Significance Formatter} \usage{ -comma_signif(x, digits = 3, ...) +comma_signif(x, digits = 3, ..., big.mark = ",") } \arguments{ \item{x}{A numeric vector to format.} \item{digits}{A whole number specifying the number of significant figures.} -\item{...}{Additional arguments passed to \link[scales:comma]{scales::comma}.} +\item{...}{Unused.} + +\item{big.mark}{A string specifying used between every 3 digits to separate thousands.} } \value{ A character vector. } \description{ -By default the numeric vectors are first rounded to three significant figures. -Then scales::comma is only applied to values greater than or equal to 1000 -to ensure that labels are permitted to have different numbers of decimal places. +Comma and Significance Formatter } \examples{ -comma_signif(c(0.1, 1, 10, 1000)) -scales::comma(c(0.1, 1, 10, 1000)) +comma_signif(c(0.1, 1, 10, 1000, 10000)) } diff --git a/man/params.Rd b/man/params.Rd index 951b0433..c1bcf8d2 100644 --- a/man/params.Rd +++ b/man/params.Rd @@ -2,8 +2,13 @@ % Please edit documentation in R/params.R \name{params} \alias{params} +\alias{parameters} +\alias{arguments} +\alias{args} \title{Parameter Descriptions for ssdtools Functions} \arguments{ +\item{...}{Unused.} + \item{add_x}{The value to add to the label x values (before multiplying by \code{shift_x}).} \item{all}{A flag specifying whether to also return transformed parameters.} @@ -17,6 +22,8 @@ parameters at the boundary should be considered to have converged (default = FAL \item{bcanz}{A flag or NULL specifying whether to only include distributions in the set that is approved by BC, Canada, Australia and New Zealand for official guidelines.} +\item{big.mark}{A string specifying used between every 3 digits to separate thousands.} + \item{breaks}{A character vector} \item{bounds}{A named non-negative numeric vector of the left and right bounds for @@ -272,10 +279,7 @@ remove them with a warning.} \item{weibull.shape}{shape parameter for the Weibull distribution.} \item{weibull.scale}{scale parameter for the Weibull distribution.} - -\item{...}{Unused.} } \description{ Parameter Descriptions for ssdtools Functions } -\keyword{internal} From 7023aa1be360e4c6de226987d8d34d53c0a2268b Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Tue, 24 Sep 2024 09:28:33 -0700 Subject: [PATCH 68/76] update package down params --- _pkgdown.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/_pkgdown.yml b/_pkgdown.yml index 9c1a2878..bf642088 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -88,6 +88,7 @@ reference: - is.fitdists - ssd_licensing_md - npars + - params - ssd_ecd - ssd_ecd_data - ssd_exposure From 6a8f426a3f3322e377a734369c54af792d7ab702 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Tue, 24 Sep 2024 09:30:47 -0700 Subject: [PATCH 69/76] - Added `big.mark = ","` to `ssd_plot()`. --- R/ssd-plot.R | 9 ++++++--- man/ssd_plot.Rd | 6 ++++++ 2 files changed, 12 insertions(+), 3 deletions(-) diff --git a/R/ssd-plot.R b/R/ssd-plot.R index 9f0b543e..e96a0f30 100644 --- a/R/ssd-plot.R +++ b/R/ssd-plot.R @@ -15,7 +15,7 @@ #' @export ggplot2::waiver -plot_coord_scale <- function(data, xlab, ylab, trans, xbreaks = waiver()) { +plot_coord_scale <- function(data, xlab, ylab, trans, big.mark, xbreaks = waiver()) { chk_string(xlab) chk_string(ylab) @@ -46,15 +46,17 @@ plot_coord_scale <- function(data, xlab, ylab, trans, xbreaks = waiver()) { #' @export #' @examples #' ssd_plot(ssddata::ccme_boron, boron_pred, label = "Species", shape = "Group") -ssd_plot <- function(data, pred, left = "Conc", right = left, +ssd_plot <- function(data, pred, left = "Conc", right = left, ..., label = NULL, shape = NULL, color = NULL, size = 2.5, linetype = NULL, linecolor = NULL, xlab = "Concentration", ylab = "Species Affected", ci = TRUE, ribbon = TRUE, hc = 0.05, shift_x = 3, add_x = 0, bounds = c(left = 1, right = 1), + big.mark = ",", trans = "log10", xbreaks = waiver()) { .chk_data(data, left, right, weight = NULL, missing = TRUE) + chk_unused(...) chk_null_or(label, vld = vld_string) chk_null_or(shape, vld = vld_string) chk_null_or(color, vld = vld_string) @@ -80,6 +82,7 @@ ssd_plot <- function(data, pred, left = "Conc", right = left, chk_gt(length(hc)) chk_subset(hc, pred$proportion) } + chk_string(big.mark) .chk_bounds(bounds) chk_string(trans) @@ -154,7 +157,7 @@ ssd_plot <- function(data, pred, left = "Conc", right = left, } gp <- gp + plot_coord_scale(data, - xlab = xlab, ylab = ylab, + xlab = xlab, ylab = ylab, big.mark = big.mark, trans = trans, xbreaks = xbreaks ) diff --git a/man/ssd_plot.Rd b/man/ssd_plot.Rd index 1115791a..47d0e6a7 100644 --- a/man/ssd_plot.Rd +++ b/man/ssd_plot.Rd @@ -9,6 +9,7 @@ ssd_plot( pred, left = "Conc", right = left, + ..., label = NULL, shape = NULL, color = NULL, @@ -23,6 +24,7 @@ ssd_plot( shift_x = 3, add_x = 0, bounds = c(left = 1, right = 1), + big.mark = ",", trans = "log10", xbreaks = waiver() ) @@ -36,6 +38,8 @@ ssd_plot( \item{right}{A string of the column in data with the right concentration values.} +\item{...}{Unused.} + \item{label}{A string of the column in data with the labels.} \item{shape}{A string of the column in data for the shape aesthetic.} @@ -66,6 +70,8 @@ ssd_plot( uncensored missing (0 and Inf) data in terms of the orders of magnitude relative to the extremes for non-missing values.} +\item{big.mark}{A string specifying used between every 3 digits to separate thousands.} + \item{trans}{A string which transformation to use by default \code{"log10"}.} \item{xbreaks}{The x-axis breaks as one of: From fbe58dd2c72a83de199d97c3f9bdb52b6f2aa24b Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Tue, 24 Sep 2024 10:11:37 -0700 Subject: [PATCH 70/76] - Added `big.mark = ","` to `ssd_plot_data()`. --- R/plot-data.R | 7 +++++-- R/ssd-plot.R | 16 +++++++++++++++- man/ssd_plot_data.Rd | 6 ++++++ 3 files changed, 26 insertions(+), 3 deletions(-) diff --git a/R/plot-data.R b/R/plot-data.R index b5d955ad..3aad22cf 100644 --- a/R/plot-data.R +++ b/R/plot-data.R @@ -22,13 +22,15 @@ #' @export #' @examples #' ssd_plot_data(ssddata::ccme_boron, label = "Species", shape = "Group") -ssd_plot_data <- function(data, left = "Conc", right = left, +ssd_plot_data <- function(data, left = "Conc", right = left, ..., label = NULL, shape = NULL, color = NULL, size = 2.5, xlab = "Concentration", ylab = "Species Affected", shift_x = 3, add_x = 0, + big.mark = ",", bounds = c(left = 1, right = 1), trans = "log10", xbreaks = waiver()) { .chk_data(data, left, right, weight = NULL, missing = TRUE) + chk_unused(...) chk_null_or(label, vld = vld_string) chk_null_or(shape, vld = vld_string) check_names(data, c(unique(c(left, right)), label, shape)) @@ -38,6 +40,7 @@ ssd_plot_data <- function(data, left = "Conc", right = left, chk_number(add_x) chk_range(add_x, c(-1000, 1000)) + chk_string(big.mark) .chk_bounds(bounds) @@ -85,7 +88,7 @@ ssd_plot_data <- function(data, left = "Conc", right = left, } gp <- gp + plot_coord_scale(data, - xlab = xlab, ylab = ylab, + xlab = xlab, ylab = ylab, big.mark = big.mark, trans = trans, xbreaks = xbreaks ) diff --git a/R/ssd-plot.R b/R/ssd-plot.R index e96a0f30..5cb39caf 100644 --- a/R/ssd-plot.R +++ b/R/ssd-plot.R @@ -15,6 +15,20 @@ #' @export ggplot2::waiver +label_comma_signif <- function(digits = 3, ..., big.mark = ",") { + chk_number(digits) + chk_string(big.mark) + chk_unused(...) + + comma_signif_format <- function(x) { + x <- signif(x, digits = digits) + y <- as.character(x) + bol <- !is.na(x) & as.numeric(x) >= 1000 + y[bol] <- stringr::str_replace_all(y[bol], "(\\d{1,1})(\\d{3,3}(?<=\\.|$))", paste0("\\1", big.mark, "\\2")) + y + } +} + plot_coord_scale <- function(data, xlab, ylab, trans, big.mark, xbreaks = waiver()) { chk_string(xlab) chk_string(ylab) @@ -27,7 +41,7 @@ plot_coord_scale <- function(data, xlab, ylab, trans, big.mark, xbreaks = waiver coord_trans(x = trans), scale_x_continuous(xlab, breaks = xbreaks, - labels = comma_signif + labels = label_comma_signif(big.mark = big.mark) ), scale_y_continuous(ylab, labels = percent, limits = c(0, 1), diff --git a/man/ssd_plot_data.Rd b/man/ssd_plot_data.Rd index dbe81091..2c9e16da 100644 --- a/man/ssd_plot_data.Rd +++ b/man/ssd_plot_data.Rd @@ -8,6 +8,7 @@ ssd_plot_data( data, left = "Conc", right = left, + ..., label = NULL, shape = NULL, color = NULL, @@ -16,6 +17,7 @@ ssd_plot_data( ylab = "Species Affected", shift_x = 3, add_x = 0, + big.mark = ",", bounds = c(left = 1, right = 1), trans = "log10", xbreaks = waiver() @@ -28,6 +30,8 @@ ssd_plot_data( \item{right}{A string of the column in data with the right concentration values.} +\item{...}{Unused.} + \item{label}{A string of the column in data with the labels.} \item{shape}{A string of the column in data for the shape aesthetic.} @@ -44,6 +48,8 @@ ssd_plot_data( \item{add_x}{The value to add to the label x values (before multiplying by \code{shift_x}).} +\item{big.mark}{A string specifying used between every 3 digits to separate thousands.} + \item{bounds}{A named non-negative numeric vector of the left and right bounds for uncensored missing (0 and Inf) data in terms of the orders of magnitude relative to the extremes for non-missing values.} From 3ea9f611bcc021c5288dcb3fbf66b9e9bb76f486 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Tue, 24 Sep 2024 11:05:17 -0700 Subject: [PATCH 71/76] test bigmark for functions --- .../_snaps/autoplot/autoplot_bigmark.png | Bin 0 -> 23030 bytes tests/testthat/_snaps/plot-cdf/fits_bigmark.png | Bin 0 -> 33471 bytes .../_snaps/plot-data/big_mark_comma.png | Bin 0 -> 17723 bytes .../_snaps/plot-data/big_mark_space.png | Bin 0 -> 17683 bytes .../testthat/_snaps/ssd-plot/boron_bigmark.png | Bin 0 -> 25287 bytes tests/testthat/test-autoplot.R | 9 +++++++++ tests/testthat/test-plot-cdf.R | 12 ++++++++++-- tests/testthat/test-plot-data.R | 9 ++++++++- tests/testthat/test-ssd-plot.R | 10 ++++++++++ 9 files changed, 37 insertions(+), 3 deletions(-) create mode 100644 tests/testthat/_snaps/autoplot/autoplot_bigmark.png create mode 100644 tests/testthat/_snaps/plot-cdf/fits_bigmark.png create mode 100644 tests/testthat/_snaps/plot-data/big_mark_comma.png create mode 100644 tests/testthat/_snaps/plot-data/big_mark_space.png create mode 100644 tests/testthat/_snaps/ssd-plot/boron_bigmark.png diff --git a/tests/testthat/_snaps/autoplot/autoplot_bigmark.png b/tests/testthat/_snaps/autoplot/autoplot_bigmark.png new file mode 100644 index 0000000000000000000000000000000000000000..563d8d30c5af09c724b674ddc36a58211c4c9794 GIT binary patch literal 23030 zcmZ6z2RPN?|3B<-!cnpk+2hz`l$E{ro+;T984=l8*?W_n6%wNCj+KmzB9*;`tOya$ z`+UE@-~azS&voUxx;i<|=f2zM92^{CHC07@92`U<_KOf7{w3(W z$RG|5^6~=(1zjfv6$RIauI>hIRyKAjb}n}A4{Y>RT@Qo71@u*l#SJ7C+#Uz9L83Q9hS4cYddX zgW0k2R}5cKy>1aQl=EohuS(%(D%3{PjW;bRjZSR?Q^zYg+kvYy9$PaP6B~K&q|dP7 z^3qiEEq_^f)4S5$ed}>YzzA``2p>;;8h08yf_Aa<{f}SUOdn<@{=7RpzrRtftAdD} ze)g?Ote<7U4(E)rr_MYGDR=S_HDP^(>Xvwz!?Zx&)qrC{oky}$H=LCu6ltNv%UKb7 z);$?Xu*&+!3`yXzGZ`-_T>grSWk9JDC^E z>t&LgMYxbGPIZwcmW|)IVORd+QXOmLEl0q?&iR6L*9m^MGL^Nv-g=-}ag-7Fao3ou<$7eY23?0utZmf+8 z$d{h8?u=A)ZaWyUwq6SKaj5hhLD{>pjtQ#qt0jjX(Xpf~30z}-!IaF=XJ8v^J9Y`SQRz9bVd+}_jF^@_?_^^%|T3M}y?Ie|TiEz7F5>`BK$CY1;eGr&r%Q)@GRaPThsliWPZwvFr00h` z^4;?v%?5ompS$jE;coGW(Ia2Qam;7?rqkBz7qvty4>I(o^5xCG@kw&pK9lO~>a^9+ zS)&XOLs{|rdWlw2#8H{I;P=+J+ExZs1yQ~9*mS9S^L1XvP&pl+!@qQK`v#u2%VHR- zn#?tpXU;9YVZRPay#h6)e!LF;;IaEq@`AO$h5t?ID>9vKq1R?(+VwVf$J~F`4P0J` zeUMw@J3D?21J7HFSc#tR7sb5|Izp6=(e846&nxj>M+rv8Lnj9IJo2O z!Zw5R&A;v5`N==ufZupyvp9_f=XmFA-WPjpz79Zx5VJE?v)9tX;fB8x;vga(;2_~| z2>7CbFB}})0^I-o7erzK-v9kO_C>K{tv@(8vN&pra)#cBU%3R06iO4lByES>pGyb{ zLrihVYi`fpZ}ITWdEL#@iMS)7h!Tt$TWAe;A&dNoq24VkPL3|

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zO;6Dk833M^N}JrA_ok!+C$(2h;Vsd{S8{e5pT`JtDzCl6sIGZf2QD9y0hiKH7NRsE zvuu{LQc@POB~u!qV0Vz|HUw|vQe^GoAr!%U&hJFp})fh$`8H1Ez z&7on!!V#3)>NdBTd~ZtZSN6AKJ=p=Jt#lSn2Wh2WYcVWn8#FU=s8 z=&kC!%B5h*LRR%6d26?1^ToHyOSyFWz&W0wPV>8pp+dk4yPt7*5we4piwln)eNS4C zQZxQ&v7j<{-&-fyr}C)$lWM9dR}K{REXL4-1YVzE1Frkz_@{9=nPq2nk;s-?KOi18 z@P2o^bmn1$=%>`ox9(H5TT=-t9vz+aG3LKr9&<=t@hI``;wY{ZNP@cjJE-yeOLWpR z4?qam+o$Tmy2hUR2bc%Q+kvh%$3VXQ$IywwIJE>SWJc}J`30c~P5$3Btw->A3XLXH zB*v`I4h*=ee_VS4Cx0dfc;~n0B<6SS*e+>dyt;*)!PG2w?))KKDfUnLp{~32TvHHu zkXB(f)lLtrVUSJYX=pw_FN6i=RhL*C2saz!p`yRsZP0r~H8K#FquW3|o~k_bXh^@$ zvO8L@D!^6ton1qCn`HVSpFx9EhctQ_SerFYw!l~+I)50x{O~AdQsd{2Kglve}>9CEM zB$U)((0QnQI?9YDsf~@n7q(zfX6oP%Y0)>xulx7-#BBH|Ax)Z zcv%y#JxtSXHnN8Rbq1wj;S>)Aq|-w>H%yZJ0s(bkrVtttS<(ZAV`Evty}w0u(c198 ozyAOKq7ua>lnMX$8tkwWUKT8CM Date: Tue, 24 Sep 2024 11:32:59 -0700 Subject: [PATCH 72/76] - Added `suffix = %` argument to plotting functions. --- NAMESPACE | 2 +- R/params.R | 3 ++- R/plot-data.R | 4 ++-- R/ssd-plot.R | 9 +++++---- R/ssdtools-package.R | 2 +- man/comma_signif.Rd | 2 +- man/params.Rd | 4 +++- man/ssd_plot.Rd | 5 ++++- man/ssd_plot_data.Rd | 5 ++++- tests/testthat/_snaps/autoplot/suffix.png | Bin 0 -> 23106 bytes tests/testthat/_snaps/plot-cdf/suffix.png | Bin 0 -> 32762 bytes tests/testthat/_snaps/plot-data/suffix.png | Bin 0 -> 17609 bytes tests/testthat/_snaps/ssd-plot/suffix.png | Bin 0 -> 26246 bytes tests/testthat/test-autoplot.R | 3 ++- tests/testthat/test-plot-cdf.R | 3 ++- tests/testthat/test-plot-data.R | 3 ++- tests/testthat/test-ssd-plot.R | 3 ++- 17 files changed, 31 insertions(+), 17 deletions(-) create mode 100644 tests/testthat/_snaps/autoplot/suffix.png create mode 100644 tests/testthat/_snaps/plot-cdf/suffix.png create mode 100644 tests/testthat/_snaps/plot-data/suffix.png create mode 100644 tests/testthat/_snaps/ssd-plot/suffix.png diff --git a/NAMESPACE b/NAMESPACE index 16ee7411..04421923 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -184,8 +184,8 @@ importFrom(parallel,nextRNGSubStream) importFrom(plyr,summarise) importFrom(purrr,list_assign) importFrom(purrr,transpose) +importFrom(scales,label_percent) importFrom(scales,manual_pal) -importFrom(scales,percent) importFrom(scales,trans_breaks) importFrom(ssddata,gm_mean) importFrom(stats,coef) diff --git a/R/params.R b/R/params.R index 15d1bed0..2afead85 100644 --- a/R/params.R +++ b/R/params.R @@ -20,7 +20,7 @@ #' parameters at the boundary should be considered to have converged (default = FALSE). #' @param average A flag specifying whether to provide model averaged values as opposed to a value for each distribution. #' @param bcanz A flag or NULL specifying whether to only include distributions in the set that is approved by BC, Canada, Australia and New Zealand for official guidelines. -#' @param big.mark A string specifying used between every 3 digits to separate thousands. +#' @param big.mark A string specifying used between every 3 digits to separate thousands on the x-axis. #' @param breaks A character vector #' @param bounds A named non-negative numeric vector of the left and right bounds for #' uncensored missing (0 and Inf) data in terms of the orders of magnitude @@ -106,6 +106,7 @@ #' @param shift_x The value to multiply the label x values by (after adding `add_x`). #' @param silent A flag indicating whether fits should fail silently. #' @param size A number for the size of the labels. +#' @param suffix Additional text to display after the number on the y-axis. #' @param tails A flag or NULL specifying whether to only include distributions with both tails. #' @param trans A string which transformation to use by default `"log10"`. #' @param weight A string of the numeric column in data with positive weights less than or equal to 1,000 or NULL. diff --git a/R/plot-data.R b/R/plot-data.R index 3aad22cf..2090915a 100644 --- a/R/plot-data.R +++ b/R/plot-data.R @@ -26,7 +26,7 @@ ssd_plot_data <- function(data, left = "Conc", right = left, ..., label = NULL, shape = NULL, color = NULL, size = 2.5, xlab = "Concentration", ylab = "Species Affected", shift_x = 3, add_x = 0, - big.mark = ",", + big.mark = ",", suffix = "%", bounds = c(left = 1, right = 1), trans = "log10", xbreaks = waiver()) { .chk_data(data, left, right, weight = NULL, missing = TRUE) @@ -88,7 +88,7 @@ ssd_plot_data <- function(data, left = "Conc", right = left, ..., } gp <- gp + plot_coord_scale(data, - xlab = xlab, ylab = ylab, big.mark = big.mark, + xlab = xlab, ylab = ylab, big.mark = big.mark, suffix = suffix, trans = trans, xbreaks = xbreaks ) diff --git a/R/ssd-plot.R b/R/ssd-plot.R index 5cb39caf..3cee0c56 100644 --- a/R/ssd-plot.R +++ b/R/ssd-plot.R @@ -29,7 +29,7 @@ label_comma_signif <- function(digits = 3, ..., big.mark = ",") { } } -plot_coord_scale <- function(data, xlab, ylab, trans, big.mark, xbreaks = waiver()) { +plot_coord_scale <- function(data, xlab, ylab, trans, big.mark, suffix, xbreaks = waiver()) { chk_string(xlab) chk_string(ylab) @@ -44,7 +44,7 @@ plot_coord_scale <- function(data, xlab, ylab, trans, big.mark, xbreaks = waiver labels = label_comma_signif(big.mark = big.mark) ), scale_y_continuous(ylab, - labels = percent, limits = c(0, 1), + labels = label_percent(suffix = suffix), limits = c(0, 1), breaks = seq(0, 1, by = 0.2), expand = c(0, 0) ) ) @@ -67,7 +67,7 @@ ssd_plot <- function(data, pred, left = "Conc", right = left, ..., ci = TRUE, ribbon = TRUE, hc = 0.05, shift_x = 3, add_x = 0, bounds = c(left = 1, right = 1), - big.mark = ",", + big.mark = ",", suffix = "%", trans = "log10", xbreaks = waiver()) { .chk_data(data, left, right, weight = NULL, missing = TRUE) chk_unused(...) @@ -97,6 +97,7 @@ ssd_plot <- function(data, pred, left = "Conc", right = left, ..., chk_subset(hc, pred$proportion) } chk_string(big.mark) + chk_string(suffix) .chk_bounds(bounds) chk_string(trans) @@ -171,7 +172,7 @@ ssd_plot <- function(data, pred, left = "Conc", right = left, ..., } gp <- gp + plot_coord_scale(data, - xlab = xlab, ylab = ylab, big.mark = big.mark, + xlab = xlab, ylab = ylab, big.mark = big.mark, suffix = suffix, trans = trans, xbreaks = xbreaks ) diff --git a/R/ssdtools-package.R b/R/ssdtools-package.R index 8716aea6..7bf398fc 100644 --- a/R/ssdtools-package.R +++ b/R/ssdtools-package.R @@ -33,7 +33,7 @@ utils::globalVariables("where") #' @importFrom plyr summarise #' @importFrom purrr list_assign transpose #' @importFrom Rcpp sourceCpp -#' @importFrom scales manual_pal percent trans_breaks +#' @importFrom scales manual_pal label_percent trans_breaks #' @importFrom ssddata gm_mean #' @importFrom stats coef complete.cases ks.test logLik nobs optim plogis predict qlogis runif sd setNames weighted.mean #' @importFrom stats uniroot diff --git a/man/comma_signif.Rd b/man/comma_signif.Rd index 13c79110..da89a123 100644 --- a/man/comma_signif.Rd +++ b/man/comma_signif.Rd @@ -13,7 +13,7 @@ comma_signif(x, digits = 3, ..., big.mark = ",") \item{...}{Unused.} -\item{big.mark}{A string specifying used between every 3 digits to separate thousands.} +\item{big.mark}{A string specifying used between every 3 digits to separate thousands on the x-axis.} } \value{ A character vector. diff --git a/man/params.Rd b/man/params.Rd index c1bcf8d2..5f0ffade 100644 --- a/man/params.Rd +++ b/man/params.Rd @@ -22,7 +22,7 @@ parameters at the boundary should be considered to have converged (default = FAL \item{bcanz}{A flag or NULL specifying whether to only include distributions in the set that is approved by BC, Canada, Australia and New Zealand for official guidelines.} -\item{big.mark}{A string specifying used between every 3 digits to separate thousands.} +\item{big.mark}{A string specifying used between every 3 digits to separate thousands on the x-axis.} \item{breaks}{A character vector} @@ -183,6 +183,8 @@ remove them with a warning.} \item{size}{A number for the size of the labels.} +\item{suffix}{Additional text to display after the number on the y-axis.} + \item{tails}{A flag or NULL specifying whether to only include distributions with both tails.} \item{trans}{A string which transformation to use by default \code{"log10"}.} diff --git a/man/ssd_plot.Rd b/man/ssd_plot.Rd index 47d0e6a7..572d08de 100644 --- a/man/ssd_plot.Rd +++ b/man/ssd_plot.Rd @@ -25,6 +25,7 @@ ssd_plot( add_x = 0, bounds = c(left = 1, right = 1), big.mark = ",", + suffix = "\%", trans = "log10", xbreaks = waiver() ) @@ -70,7 +71,9 @@ ssd_plot( uncensored missing (0 and Inf) data in terms of the orders of magnitude relative to the extremes for non-missing values.} -\item{big.mark}{A string specifying used between every 3 digits to separate thousands.} +\item{big.mark}{A string specifying used between every 3 digits to separate thousands on the x-axis.} + +\item{suffix}{Additional text to display after the number on the y-axis.} \item{trans}{A string which transformation to use by default \code{"log10"}.} diff --git a/man/ssd_plot_data.Rd b/man/ssd_plot_data.Rd index 2c9e16da..78a2d405 100644 --- a/man/ssd_plot_data.Rd +++ b/man/ssd_plot_data.Rd @@ -18,6 +18,7 @@ ssd_plot_data( shift_x = 3, add_x = 0, big.mark = ",", + suffix = "\%", bounds = c(left = 1, right = 1), trans = "log10", xbreaks = waiver() @@ -48,7 +49,9 @@ ssd_plot_data( \item{add_x}{The value to add to the label x values (before multiplying by \code{shift_x}).} -\item{big.mark}{A string specifying used between every 3 digits to separate thousands.} +\item{big.mark}{A string specifying used between every 3 digits to separate thousands on the x-axis.} + +\item{suffix}{Additional text to display after the number on the y-axis.} \item{bounds}{A named non-negative numeric vector of the left and right bounds for uncensored missing (0 and Inf) data in terms of the orders of magnitude diff --git a/tests/testthat/_snaps/autoplot/suffix.png b/tests/testthat/_snaps/autoplot/suffix.png new file mode 100644 index 0000000000000000000000000000000000000000..9d3077795b054ed5a6400beb39fdd0505ccf7f2f GIT binary patch literal 23106 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HcmV?d00001 diff --git a/tests/testthat/test-autoplot.R b/tests/testthat/test-autoplot.R index 61de3326..1c65cea4 100644 --- a/tests/testthat/test-autoplot.R +++ b/tests/testthat/test-autoplot.R @@ -30,11 +30,12 @@ test_that("autoplot", { expect_snapshot_plot(autoplot(fits, xlab = "New"), "autoplot_rescale") }) -test_that("autoplot", { +test_that("autoplot language", { data <- ssddata::ccme_boron data$Conc <- data$Conc * 100 fits <- ssd_fit_dists(data, dists = c("lnorm") ) + expect_snapshot_plot(autoplot(fits, big.mark = "!!"), "suffix") expect_snapshot_plot(autoplot(fits, big.mark = ":"), "autoplot_bigmark") }) diff --git a/tests/testthat/test-plot-cdf.R b/tests/testthat/test-plot-cdf.R index c2acf399..3caaed88 100644 --- a/tests/testthat/test-plot-cdf.R +++ b/tests/testthat/test-plot-cdf.R @@ -41,10 +41,11 @@ test_that("autoplot deals with delta", { expect_snapshot_plot(ssd_plot_cdf(fits, delta = Inf), "fits_delta") }) -test_that("ssd_plot_cdf bigmark", { +test_that("ssd_plot_cdf language", { data <- ssddata::ccme_boron data$Conc <- data$Conc * 100 fits <- ssd_fit_dists(data) + expect_snapshot_plot(ssd_plot_cdf(fits, suffix = "="), "suffix") expect_snapshot_plot(ssd_plot_cdf(fits, big.mark = "_"), "fits_bigmark") }) diff --git a/tests/testthat/test-plot-data.R b/tests/testthat/test-plot-data.R index db34e240..46c915ee 100644 --- a/tests/testthat/test-plot-data.R +++ b/tests/testthat/test-plot-data.R @@ -23,9 +23,10 @@ test_that("ssd_plot_data ccme_boron color", { ), "ccme_boron2") }) -test_that("ssd_plot_data ccme_boron bigmark", { +test_that("ssd_plot_data ccme_boron language", { data <- ssddata::ccme_boron data$Conc <- data$Conc * 100 + expect_snapshot_plot(ssd_plot_data(data, suffix = " %"), "suffix") expect_snapshot_plot(ssd_plot_data(data), "big_mark_comma") expect_snapshot_plot(ssd_plot_data(data, big.mark = " "), "big_mark_space") }) diff --git a/tests/testthat/test-ssd-plot.R b/tests/testthat/test-ssd-plot.R index 5ea5ca14..0679cce2 100644 --- a/tests/testthat/test-ssd-plot.R +++ b/tests/testthat/test-ssd-plot.R @@ -37,7 +37,7 @@ test_that("ssd_plot xbreaks", { expect_snapshot_plot(ssd_plot(ssddata::ccme_boron, boron_pred, xbreaks = c(1, 2)), "boron_breaks") }) -test_that("ssd_plot bigmark", { +test_that("ssd_plot language", { data <- ssddata::ccme_boron data$Conc <- data$Conc * 100 boron_pred <- ssdtools::boron_pred @@ -45,6 +45,7 @@ test_that("ssd_plot bigmark", { boron_pred$lcl <- boron_pred$lcl * 100 boron_pred$ucl <- boron_pred$ucl * 100 expect_snapshot_plot(ssd_plot(data, boron_pred, big.mark = " "), "boron_bigmark") + expect_snapshot_plot(ssd_plot(data, boron_pred, suffix = " %%"), "suffix") }) test_that("ssd_plot can't handles missing values all", { From 143a4791bc585321b825d14108170df379bebeda Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Tue, 24 Sep 2024 13:51:58 -0700 Subject: [PATCH 73/76] - Added `ssd_label_comma()`. - Soft-deprecated `comma_signif()`. --- NAMESPACE | 1 + R/scales.R | 40 +++++++++++++++++++++++++++++++++++++ R/ssd-plot.R | 16 +-------------- R/utils.R | 15 ++++++++++---- _pkgdown.yml | 3 ++- man/comma_signif.Rd | 7 ++++++- man/ssd_label_comma.Rd | 30 ++++++++++++++++++++++++++++ tests/testthat/test-utils.R | 2 ++ 8 files changed, 93 insertions(+), 21 deletions(-) create mode 100644 R/scales.R create mode 100644 man/ssd_label_comma.Rd diff --git a/NAMESPACE b/NAMESPACE index 04421923..18607e2b 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -98,6 +98,7 @@ export(ssd_hc_burrlioz) export(ssd_hp) export(ssd_hp_bcanz) export(ssd_is_censored) +export(ssd_label_comma) export(ssd_licensing_md) export(ssd_match_moments) export(ssd_min_pmix) diff --git a/R/scales.R b/R/scales.R new file mode 100644 index 00000000..f982a76c --- /dev/null +++ b/R/scales.R @@ -0,0 +1,40 @@ +# Copyright 2023 Province of British Columbia +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +#' Label numbers with significant digits and comma +#' +#' @inheritParams params +#' +#' @return A "labelling" function that takes a vector x and +#' returns a character vector of `length(x)` giving a label for each input value. +#' @seealso [scales::label_comma()] +#' @export +#' +#' @examples +#' ggplot2::ggplot(data = ssddata::anon_e, ggplot2::aes(x = Conc / 10)) + +#' geom_ssdpoint() + +#' ggplot2::scale_x_log10(labels = ssd_label_comma()) +ssd_label_comma <- function(digits = 3, ..., big.mark = ",") { + chk_number(digits) + chk_string(big.mark) + chk_unused(...) + + function(x) { + x <- signif(x, digits = digits) + y <- as.character(x) + bol <- !is.na(x) & as.numeric(x) >= 1000 + y[bol] <- stringr::str_replace_all(y[bol], "(\\d{1,1})(\\d{3,3}(?<=\\.|$))", paste0("\\1", big.mark, "\\2")) + y + } +} diff --git a/R/ssd-plot.R b/R/ssd-plot.R index 3cee0c56..ee1245e9 100644 --- a/R/ssd-plot.R +++ b/R/ssd-plot.R @@ -15,20 +15,6 @@ #' @export ggplot2::waiver -label_comma_signif <- function(digits = 3, ..., big.mark = ",") { - chk_number(digits) - chk_string(big.mark) - chk_unused(...) - - comma_signif_format <- function(x) { - x <- signif(x, digits = digits) - y <- as.character(x) - bol <- !is.na(x) & as.numeric(x) >= 1000 - y[bol] <- stringr::str_replace_all(y[bol], "(\\d{1,1})(\\d{3,3}(?<=\\.|$))", paste0("\\1", big.mark, "\\2")) - y - } -} - plot_coord_scale <- function(data, xlab, ylab, trans, big.mark, suffix, xbreaks = waiver()) { chk_string(xlab) chk_string(ylab) @@ -41,7 +27,7 @@ plot_coord_scale <- function(data, xlab, ylab, trans, big.mark, suffix, xbreaks coord_trans(x = trans), scale_x_continuous(xlab, breaks = xbreaks, - labels = label_comma_signif(big.mark = big.mark) + labels = ssd_label_comma(big.mark = big.mark) ), scale_y_continuous(ylab, labels = label_percent(suffix = suffix), limits = c(0, 1), diff --git a/R/utils.R b/R/utils.R index d9ab8d9c..ea2cdf94 100644 --- a/R/utils.R +++ b/R/utils.R @@ -17,15 +17,22 @@ #' @param x A numeric vector to format. #' @inheritParams params #' @return A character vector. +#' @seealso [ssd_label_comma()] #' @export #' @examples -#' comma_signif(c(0.1, 1, 10, 1000, 10000)) +#' \dontrun{ +#' comma_signif(c(0.1, 1, 10, 1000, 10000)) +#' } comma_signif <- function(x, digits = 3, ..., big.mark = ",") { + lifecycle::deprecate_soft( + "1.0.6.9017", "comma_signif()", "ssd_label_comma()", + details = "Use `labels = ssd_label_comma()` instead of `labels = comma_signif` when constructing `ggplot` objects.") + chk_numeric(x) chk_number(digits) chk_string(big.mark) chk_unused(...) - + x <- signif(x, digits = digits) y <- as.character(x) bol <- !is.na(x) & as.numeric(x) >= 1000 @@ -59,11 +66,11 @@ ssd_ecd_data <- function( data, left = "Conc", right = left, bounds = c(left = 1, right = 1)) { .chk_data(data, left, right) .chk_bounds(bounds) - + if (!nrow(data)) { return(double(0)) } - + data <- process_data(data, left = left, right = right) data <- bound_data(data, bounds) x <- rowMeans(log(data[c("left", "right")])) diff --git a/_pkgdown.yml b/_pkgdown.yml index bf642088..4766654e 100644 --- a/_pkgdown.yml +++ b/_pkgdown.yml @@ -67,6 +67,7 @@ reference: - geom_ssdsegment - geom_xribbon - scale_colour_ssd + - ssd_label_comma - ssd_pal - ssd_plot - ssd_plot_cdf @@ -83,7 +84,6 @@ reference: desc: Miscellaneous functions and data contents: - boron_pred - - comma_signif - dist_data - is.fitdists - ssd_licensing_md @@ -98,6 +98,7 @@ reference: - title: Deprecated desc: Deprecated functions which will become defunct in future versions contents: + - comma_signif - geom_ssd - is_censored - ssd_wqg_bc diff --git a/man/comma_signif.Rd b/man/comma_signif.Rd index da89a123..721719b2 100644 --- a/man/comma_signif.Rd +++ b/man/comma_signif.Rd @@ -22,5 +22,10 @@ A character vector. Comma and Significance Formatter } \examples{ -comma_signif(c(0.1, 1, 10, 1000, 10000)) +\dontrun{ + comma_signif(c(0.1, 1, 10, 1000, 10000)) +} +} +\seealso{ +\code{\link[=ssd_label_comma]{ssd_label_comma()}} } diff --git a/man/ssd_label_comma.Rd b/man/ssd_label_comma.Rd new file mode 100644 index 00000000..0f0daf0f --- /dev/null +++ b/man/ssd_label_comma.Rd @@ -0,0 +1,30 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/scales.R +\name{ssd_label_comma} +\alias{ssd_label_comma} +\title{Label numbers with significant digits and comma} +\usage{ +ssd_label_comma(digits = 3, ..., big.mark = ",") +} +\arguments{ +\item{digits}{A whole number specifying the number of significant figures.} + +\item{...}{Unused.} + +\item{big.mark}{A string specifying used between every 3 digits to separate thousands on the x-axis.} +} +\value{ +A "labelling" function that takes a vector x and +returns a character vector of \code{length(x)} giving a label for each input value. +} +\description{ +Label numbers with significant digits and comma +} +\examples{ +ggplot2::ggplot(data = ssddata::anon_e, ggplot2::aes(x = Conc / 10)) + + geom_ssdpoint() + + ggplot2::scale_x_log10(labels = ssd_label_comma()) +} +\seealso{ +\code{\link[scales:label_number]{scales::label_comma()}} +} diff --git a/tests/testthat/test-utils.R b/tests/testthat/test-utils.R index e026d86e..ac9ecb4b 100644 --- a/tests/testthat/test-utils.R +++ b/tests/testthat/test-utils.R @@ -21,6 +21,8 @@ test_that("ssd_ecd_data", { }) test_that("comma_signif", { + withr::local_options(lifecycle_verbosity = "quiet") + expect_identical( comma_signif(c(0.0191, 1, NA, 177, 1111)), c("0.0191", "1", NA, "177", "1,110") From 4a1c7c1b18b43a991b294177e11ad8f9983c496c Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Tue, 24 Sep 2024 14:31:08 -0700 Subject: [PATCH 74/76] - Update deprecation. --- NAMESPACE | 1 + R/censored.R | 6 +- R/ggplot.R | 4 +- R/gompertz.R | 8 +- R/hc-burrlioz.R | 9 +- R/hc.R | 6 +- R/lgumbel.R | 8 +- R/plot-cf.R | 2 +- R/predict.R | 4 +- R/ssdtools-package.R | 2 +- R/utils.R | 2 +- R/wqg.R | 4 +- man/is_censored.Rd | 4 - man/ssd_hc_burrlioz.Rd | 5 - tests/testthat/_snaps/ggplot/geom_ssd.png | Bin 15272 -> 0 bytes tests/testthat/_snaps/ggplot/stat_ssd.png | Bin 15272 -> 0 bytes .../testthat/_snaps/hc-burrlioz/hc_boron0.csv | 2 - tests/testthat/_snaps/plot-cf/ccme_boron.png | Bin 35114 -> 0 bytes tests/testthat/test-censored.R | 13 +- tests/testthat/test-ggplot.R | 16 +- tests/testthat/test-gompertz-deprecated.R | 92 +----------- tests/testthat/test-hc-burrlioz.R | 3 +- tests/testthat/test-lgumbel-deprecated.R | 137 +----------------- tests/testthat/test-plot-cf.R | 3 +- 24 files changed, 41 insertions(+), 290 deletions(-) delete mode 100644 tests/testthat/_snaps/ggplot/geom_ssd.png delete mode 100644 tests/testthat/_snaps/ggplot/stat_ssd.png delete mode 100644 tests/testthat/_snaps/hc-burrlioz/hc_boron0.csv delete mode 100644 tests/testthat/_snaps/plot-cf/ccme_boron.png diff --git a/NAMESPACE b/NAMESPACE index 18607e2b..423064b8 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -179,6 +179,7 @@ importFrom(lifecycle,deprecate_soft) importFrom(lifecycle,deprecate_stop) importFrom(lifecycle,deprecate_warn) importFrom(lifecycle,deprecated) +importFrom(lifecycle,expect_defunct) importFrom(lifecycle,expect_deprecated) importFrom(parallel,nextRNGStream) importFrom(parallel,nextRNGSubStream) diff --git a/R/censored.R b/R/censored.R index 347fd798..93ed2fa1 100644 --- a/R/censored.R +++ b/R/censored.R @@ -65,12 +65,8 @@ ssd_is_censored.fitdists <- function(x, ...) { #' @return A flag indicating if the data is censored. #' @export #' @seealso [`ssd_is_censored()`] -#' -#' @examples -#' fits <- ssd_fit_dists(ssddata::ccme_boron) -#' is_censored(fits) is_censored <- function(x) { - lifecycle::deprecate_warn("0.3.7", "is_censored()", "ssd_is_censored()") + lifecycle::deprecate_stop("0.3.7", "is_censored()", "ssd_is_censored()") chk_s3_class(x, "fitdists") ssd_is_censored(x) } diff --git a/R/ggplot.R b/R/ggplot.R index 8d1eef1e..34ccebe0 100644 --- a/R/ggplot.R +++ b/R/ggplot.R @@ -201,7 +201,7 @@ geom_ssd <- function(mapping = NULL, na.rm = FALSE, show.legend = NA, inherit.aes = TRUE) { - lifecycle::deprecate_warn("0.3.5", "geom_ssd()", "geom_ssdpoint()") + lifecycle::deprecate_stop("0.3.5", "geom_ssd()", "geom_ssdpoint()") geom_ssdpoint( mapping = mapping, data = data, stat = stat, @@ -233,7 +233,7 @@ stat_ssd <- function(mapping = NULL, na.rm = FALSE, show.legend = NA, inherit.aes = TRUE) { - lifecycle::deprecate_warn("0.3.5", "stat_ssd()") + lifecycle::deprecate_stop("0.3.5", "stat_ssd()") layer( stat = StatSsdpoint, data = data, mapping = mapping, geom = geom, diff --git a/R/gompertz.R b/R/gompertz.R index 7b01b9cf..89909ae3 100644 --- a/R/gompertz.R +++ b/R/gompertz.R @@ -20,7 +20,7 @@ #' @return A numeric vector. #' @export dgompertz <- function(x, llocation = 0, lshape = 0, log = FALSE) { - lifecycle::deprecate_warn("1.0.0", "dgompertz()") + lifecycle::deprecate_stop("1.0.0", "dgompertz()") ddist("gompertz", x, location = exp(llocation), shape = exp(lshape), log = log @@ -44,7 +44,7 @@ ssd_pgompertz <- function(q, location = 1, shape = 1, lower.tail = TRUE, log.p = #' @inheritParams params #' @export pgompertz <- function(q, llocation = 0, lshape = 0, lower.tail = TRUE, log.p = FALSE) { - lifecycle::deprecate_warn("1.0.0", "pgompertz()", "ssd_pgompertz()") + lifecycle::deprecate_stop("1.0.0", "pgompertz()", "ssd_pgompertz()") ssd_pgompertz(q, location = exp(llocation), shape = exp(lshape), lower.tail = lower.tail, log.p = log.p @@ -68,7 +68,7 @@ ssd_qgompertz <- function(p, location = 1, shape = 1, lower.tail = TRUE, log.p = #' @inheritParams params #' @export qgompertz <- function(p, llocation = 0, lshape = 0, lower.tail = TRUE, log.p = FALSE) { - lifecycle::deprecate_warn("1.0.0", "qgompertz()", "ssd_qgompertz()") + lifecycle::deprecate_stop("1.0.0", "qgompertz()", "ssd_qgompertz()") ssd_qgompertz( p = p, location = exp(llocation), shape = exp(lshape), lower.tail = lower.tail, log.p = log.p @@ -99,7 +99,7 @@ ssd_egompertz <- function() { #' @inheritParams params #' @export rgompertz <- function(n, llocation = 0, lshape = 0) { - lifecycle::deprecate_warn("1.0.0", "rgompertz()", "ssd_rgompertz()") + lifecycle::deprecate_stop("1.0.0", "rgompertz()", "ssd_rgompertz()") ssd_rgompertz(n = n, location = exp(llocation), shape = exp(lshape)) } diff --git a/R/hc-burrlioz.R b/R/hc-burrlioz.R index 3808c804..77e09175 100644 --- a/R/hc-burrlioz.R +++ b/R/hc-burrlioz.R @@ -20,18 +20,13 @@ #' @inheritParams params #' @return A tibble of corresponding hazard concentrations. #' @export -#' @examples -#' fit <- ssd_fit_burrlioz(ssddata::ccme_boron) -#' ssd_hc_burrlioz(fit) -#' -#' @export ssd_hc_burrlioz <- function(x, percent, proportion = 0.05, ci = FALSE, level = 0.95, nboot = 1000, min_pboot = 0.95, parametric = FALSE) { - lifecycle::deprecate_warn("0.3.5", "ssd_hc_burrlioz()", "ssd_hc()") + lifecycle::deprecate_stop("0.3.5", "ssd_hc_burrlioz()", "ssd_hc()") chk_s3_class(x, "fitburrlioz") if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") + lifecycle::deprecate_soft("2.0.0", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) diff --git a/R/hc.R b/R/hc.R index 85b57327..2a3cbfa1 100644 --- a/R/hc.R +++ b/R/hc.R @@ -84,7 +84,7 @@ ssd_hc.list <- function( chk_unused(...) if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") + lifecycle::deprecate_soft("2.0.0", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) @@ -133,7 +133,7 @@ ssd_hc.fitdists <- function( chk_unused(...) if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") + lifecycle::deprecate_soft("2.0.0", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) @@ -196,7 +196,7 @@ ssd_hc.fitburrlioz <- function( chk_unused(...) if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") + lifecycle::deprecate_soft("2.0.0", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) diff --git a/R/lgumbel.R b/R/lgumbel.R index 7d8a973b..d18486b3 100644 --- a/R/lgumbel.R +++ b/R/lgumbel.R @@ -20,7 +20,7 @@ #' @return A numeric vector. #' @export dlgumbel <- function(x, locationlog = 0, scalelog = 1, log = FALSE) { - lifecycle::deprecate_warn("1.0.0", "dlgumbel()") + lifecycle::deprecate_stop("1.0.0", "dlgumbel()") ddist("gumbel", x = x, location = locationlog, scale = scalelog, log = log, .lgt = TRUE @@ -53,7 +53,7 @@ ssd_elgumbel <- function() { #' @inheritParams params #' @export plgumbel <- function(q, locationlog = 0, scalelog = 1, lower.tail = TRUE, log.p = FALSE) { - lifecycle::deprecate_warn("1.0.0", "plgumbel()", "ssd_plgumbel()") + lifecycle::deprecate_stop("1.0.0", "plgumbel()", "ssd_plgumbel()") ssd_plgumbel(q, locationlog = locationlog, scalelog = scalelog, lower.tail = lower.tail, log.p = log.p @@ -77,7 +77,7 @@ ssd_qlgumbel <- function(p, locationlog = 0, scalelog = 1, lower.tail = TRUE, lo #' @inheritParams params #' @export qlgumbel <- function(p, locationlog = 0, scalelog = 1, lower.tail = TRUE, log.p = FALSE) { - lifecycle::deprecate_warn("1.0.0", "qlgumbel()", "ssd_qlgumbel()") + lifecycle::deprecate_stop("1.0.0", "qlgumbel()", "ssd_qlgumbel()") ssd_qlgumbel(p, locationlog = locationlog, scalelog = scalelog, lower.tail = lower.tail, log.p = log.p @@ -108,7 +108,7 @@ ssd_elgumbel <- function() { #' @inheritParams params #' @export rlgumbel <- function(n, locationlog = 0, scalelog = 1) { - lifecycle::deprecate_warn("1.0.0", "rlgumbel()", "ssd_rlgumbel()") + lifecycle::deprecate_stop("1.0.0", "rlgumbel()", "ssd_rlgumbel()") ssd_rlgumbel(n, locationlog = locationlog, scalelog = scalelog) } diff --git a/R/plot-cf.R b/R/plot-cf.R index d0f8c2fe..cdbfa84a 100644 --- a/R/plot-cf.R +++ b/R/plot-cf.R @@ -27,7 +27,7 @@ ssd_plot_cf <- function(data, left = "Conc") { err("Package 'fitdistrplus' is required to produce Cullen and Frey plots.") } - lifecycle::deprecate_warn("0.3.5", "ssd_plot_cf()", "fitdistrplus::descdist()", + lifecycle::deprecate_stop("0.3.5", "ssd_plot_cf()", "fitdistrplus::descdist()", details = "Please use fitdistrplus::descdist(data$Conc, boot = 100L)." ) diff --git a/R/predict.R b/R/predict.R index 946b3a67..bd62f056 100644 --- a/R/predict.R +++ b/R/predict.R @@ -47,7 +47,7 @@ predict.fitdists <- function( if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") + lifecycle::deprecate_soft("2.0.0", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) @@ -100,7 +100,7 @@ predict.fitburrlioz <- function( chk_unused(...) if (lifecycle::is_present(percent)) { - lifecycle::deprecate_soft("1.0.6.9009", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") + lifecycle::deprecate_soft("2.0.0", "ssd_hc(percent)", "ssd_hc(proportion)", id = "hc") chk_vector(percent) chk_numeric(percent) chk_range(percent, c(0, 100)) diff --git a/R/ssdtools-package.R b/R/ssdtools-package.R index 7bf398fc..6609e6ed 100644 --- a/R/ssdtools-package.R +++ b/R/ssdtools-package.R @@ -28,7 +28,7 @@ utils::globalVariables("where") #' @importFrom goftest ad.test cvm.test #' @importFrom graphics par plot title #' @importFrom grid gList gpar grobName gTree polygonGrob segmentsGrob -#' @importFrom lifecycle deprecated expect_deprecated deprecate_soft deprecate_stop deprecate_warn +#' @importFrom lifecycle deprecated expect_defunct expect_deprecated deprecate_soft deprecate_stop deprecate_warn #' @importFrom parallel nextRNGStream nextRNGSubStream #' @importFrom plyr summarise #' @importFrom purrr list_assign transpose diff --git a/R/utils.R b/R/utils.R index ea2cdf94..1ffb7da2 100644 --- a/R/utils.R +++ b/R/utils.R @@ -25,7 +25,7 @@ #' } comma_signif <- function(x, digits = 3, ..., big.mark = ",") { lifecycle::deprecate_soft( - "1.0.6.9017", "comma_signif()", "ssd_label_comma()", + "2.0.0", "comma_signif()", "ssd_label_comma()", details = "Use `labels = ssd_label_comma()` instead of `labels = comma_signif` when constructing `ggplot` objects.") chk_numeric(x) diff --git a/R/wqg.R b/R/wqg.R index 6d1c5099..0488ac3d 100644 --- a/R/wqg.R +++ b/R/wqg.R @@ -37,7 +37,7 @@ #' ssd_wqg_bc(ssddata::ccme_boron) #' } ssd_wqg_bc <- function(data, left = "Conc") { - lifecycle::deprecate_warn("1.0.6.9016", "ssd_wqg_bc()", "ssd_fit_bcanz()", + lifecycle::deprecate_warn("2.0.0", "ssd_wqg_bc()", "ssd_fit_bcanz()", details = "Please use `ssd_fit_bcanz()` and `ssd_hc_bcanz()` instead.") fits <- ssd_fit_dists(data, left = left, rescale = FALSE) ssd_hc(fits, ci = TRUE, nboot = 10000) @@ -68,7 +68,7 @@ ssd_wqg_bc <- function(data, left = "Conc") { #' ssd_wqg_burrlioz(ssddata::ccme_boron) #' } ssd_wqg_burrlioz <- function(data, left = "Conc") { - lifecycle::deprecate_warn("1.0.6.9016", "ssd_wqg_burrlioz()", "ssd_fit_bcanz()", + lifecycle::deprecate_warn("2.0.0", "ssd_wqg_burrlioz()", "ssd_fit_bcanz()", details = "Please use `ssd_fit_burrlioz()` and `ssd_hc_burrlioz()` instead.") fit <- ssd_fit_burrlioz(data, left = left, rescale = FALSE) ssd_hc_burrlioz(fit, ci = TRUE, nboot = 10000) diff --git a/man/is_censored.Rd b/man/is_censored.Rd index d2092375..f7093269 100644 --- a/man/is_censored.Rd +++ b/man/is_censored.Rd @@ -16,10 +16,6 @@ A flag indicating if the data is censored. \description{ Deprecated for \code{\link[=ssd_is_censored]{ssd_is_censored()}}. } -\examples{ -fits <- ssd_fit_dists(ssddata::ccme_boron) -is_censored(fits) -} \seealso{ \code{\link[=ssd_is_censored]{ssd_is_censored()}} } diff --git a/man/ssd_hc_burrlioz.Rd b/man/ssd_hc_burrlioz.Rd index 16313006..96d46918 100644 --- a/man/ssd_hc_burrlioz.Rd +++ b/man/ssd_hc_burrlioz.Rd @@ -41,8 +41,3 @@ A tibble of corresponding hazard concentrations. \description{ Deprecated for \code{\link[=ssd_hc]{ssd_hc()}}. } -\examples{ -fit <- ssd_fit_burrlioz(ssddata::ccme_boron) -ssd_hc_burrlioz(fit) - -} diff --git a/tests/testthat/_snaps/ggplot/geom_ssd.png b/tests/testthat/_snaps/ggplot/geom_ssd.png deleted file mode 100644 index 6b7dfc0141921bd4e6507155e450adf786a2a66d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 15272 zcmbum1yqz_)Gj&<0}>)Ar64dWor(z3LntChONU6u(A}tnv>-?bDBayHASr^9GL(eG z5Yi3j{qX;(kRc(WA%ekRB(hJWRbVijDCjQ% zKKO}WGygXj3~|LmN=nH}N=C}o+SWnU&d|t2#>B?N!NN#IMiK^l7#{vy&-~_d3bCZx 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15:03:37 -0700 Subject: [PATCH 75/76] moved vgam to suggests --- DESCRIPTION | 4 ++-- NAMESPACE | 2 -- R/gompertz.R | 3 ++- R/ssdtools-package.R | 1 - 4 files changed, 4 insertions(+), 6 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index fbf2ffb6..048c4b90 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -69,7 +69,6 @@ Imports: TMB, universals, utils, - VGAM, withr Suggests: actuar, @@ -94,7 +93,8 @@ Suggests: testthat (>= 3.0.0), tidyr, tidyselect, - tinytex + tinytex, + VGAM LinkingTo: Rcpp, RcppEigen, diff --git a/NAMESPACE b/NAMESPACE index 423064b8..f872e1e8 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -152,8 +152,6 @@ import(rlang) importFrom(Rcpp,sourceCpp) importFrom(TMB,MakeADFun) importFrom(TMB,sdreport) -importFrom(VGAM,gompertz) -importFrom(VGAM,vglm) importFrom(abind,abind) importFrom(furrr,furrr_options) importFrom(furrr,future_map) diff --git a/R/gompertz.R b/R/gompertz.R index 89909ae3..3d8a13f8 100644 --- a/R/gompertz.R +++ b/R/gompertz.R @@ -104,13 +104,14 @@ rgompertz <- function(n, llocation = 0, lshape = 0) { } sgompertz <- function(data, pars = NULL) { + rlang::check_installed("VGAM") x <- mean_weighted_values(data) if (!is.null(pars)) { pars <- rev(unlist(pars)) } data <- data.frame(x = x) - fit <- suppressWarnings(vglm(x ~ 1, gompertz, coefstart = pars, data = data)) + fit <- suppressWarnings(VGAM::vglm(x ~ 1, VGAM::gompertz, coefstart = pars, data = data)) list( log_location = unname(coef(fit)[2]) * (1 + 1e-3), log_shape = unname(coef(fit)[1]) * (1 - 1e-3) diff --git a/R/ssdtools-package.R b/R/ssdtools-package.R index 6609e6ed..6edcc8c9 100644 --- a/R/ssdtools-package.R +++ b/R/ssdtools-package.R @@ -42,6 +42,5 @@ utils::globalVariables("where") #' @importFrom TMB MakeADFun sdreport #' @importFrom universals estimates npars #' @importFrom utils capture.output relist -#' @importFrom VGAM gompertz vglm ## usethis namespace: end NULL From fa1127274ab270993c89755413a08355d7c4dbc3 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Tue, 24 Sep 2024 17:03:10 -0700 Subject: [PATCH 76/76] Bump version to 1.0.6.9018 --- DESCRIPTION | 2 +- NEWS.md | 12 ++++++++---- 2 files changed, 9 insertions(+), 5 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 048c4b90..cf4f63e6 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: ssdtools Title: Species Sensitivity Distributions -Version: 1.0.6.9017 +Version: 1.0.6.9018 Authors@R: c( person("Joe", "Thorley", , "joe@poissonconsulting.ca", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-7683-4592")), diff --git a/NEWS.md b/NEWS.md index 6c7d588c..43b7f091 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,6 +1,6 @@ -# ssdtools 1.0.6.9017 +# ssdtools 1.0.6.9018 ## Additions @@ -11,16 +11,20 @@ - `samples` argument to include bootstrap samples as list of numeric vector(s). - `save_to` argument to specify a directory in which to save the bootstrap datasets as csv files and parameter estimates as rds files. The files are named `data_000000001_xx.csv` and `estimates_000000001_xx.rds` etc where `xx` is the distribution. The parent data set and estimates are named `boot_000000000_xx.csv` and `estimates_000000000_xx.csv`. - Added `ssd_hp_bcanz()` and `ssd_hp.fitburrlioz()` function to get hazard proportions. +- Added `ssd_label_comma()` for x-axis labels. - Added `trans = "log10"` and `add_x = 0` arguments to `ssd_plot()` and `ssd_plot_data()`. - Added `ssd_pmulti()`, `ssd_qmulti()` and `ssd_rmulti()` for combined mixture distributions. - Added `ssd_exx()` functions to get default parameter estimates for distributions. - Added `ssd_censor_data()` to censor data. - Added David Fox and Rebecca Fisher as co-authors. - Added `npars` argument to `ssd_dists_bcanz()`. +- Added `big.mark = ","` for x-axis labels and `suffix = "%"` to y-axis labels to plotting functions. ## Modifications +- Only non-parametric bootstrap for censored data. - Changed `at_boundary_ok = TRUE` to ensure `lnorm_lnorm` mixture distribution included. +- Changed `computable = TRUE` to as not required for bootstrapping. - Changed to `min_pboot = 0.95` for all functions. - Changed `min_pmix = 0` to `min_pmix = ssd_min_pmix(nrow(data))` to by default give set min_pmix to be `0.1` or `3/nrow(data)` if greater to improve convergence of mixture models. @@ -45,11 +49,11 @@ give set min_pmix to be `0.1` or `3/nrow(data)` if greater to improve convergenc ## Deprecation +- Soft-deprecated `comma_signif()`. - Soft-deprecated argument `percent = 5` for `proportion = 0.05` for `ssd_hc()` and `predict()`. -- `is_censored()`, `ssd_plot_cf()` and `comma_signif(...)` now warn deprecated unconditionally. -- `plot.fitdists()` now defunct. +- `is_censored()`, `plot.fitdists()`, `ssd_plot_cf()` `geom_ssd()`, `stat_ssd()`, `xgompertz()`, `xlgumbel`, `ssd_hc_burrlioz()` now defunct. - Deprecated `ssd_wqg_bc()` and `ssd_wqg_burrlioz()`. (#75). -- Removed defunct `ssd_cfplot()` +- Deprecated `ssd_fit_bcanz()` and `ssd_hp_bcanz()`. - Removed `ccme_data` and `ccme_boron` data set. - Removed `pearson1000` data set (now in `ssdtests` data).

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zuAl~V`O4I-%WVCbA3aR^OFs7BUCoTlRh+xRh6(}?%%xoSigQBHKflnn55x#%&iD>P z*CryPFe9=fI@ozLwKs}>?PAi z?_$^H8q9^=rYess(|}uB)!p@@%%> z35ba7-WprT4c@2|GAF0-g`(!l9+TLmRsrg{m-(zVxHytnOs%yLoP{hOJ*KY(IcS4Z z4%+Dr5_Eg+L#J078s7#t8jZikJ@PS}V0-G)PyLv^x`KeQY}OZum#YdynMn7uLaSGC z`%Ka!be4!LNuLBjMVE9{Z{*4W1wGt2SF*tPuH9aC|KT!}^Tcqr8)Q@q&a_|cljKM! z+ZE5$qNv#CtvepE%@HGNBNm_N+cF?D@jhz{x=|QRRsRK>8y^vDA3M3$5hjvsTfmCT z27MpM{Jc~hIMLa-g1?K~FT Date: Thu, 22 Aug 2024 10:30:27 -0700 Subject: [PATCH 46/76] move small sample bias.Rmd to ssdtests --- vignettestatic/small-sample-bias.Rmd | 816 --------------------------- 1 file changed, 816 deletions(-) delete mode 100644 vignettestatic/small-sample-bias.Rmd diff --git a/vignettestatic/small-sample-bias.Rmd b/vignettestatic/small-sample-bias.Rmd deleted file mode 100644 index 2b62671e..00000000 --- a/vignettestatic/small-sample-bias.Rmd +++ /dev/null @@ -1,816 +0,0 @@ ---- -title: "Small sample bias in estimates" -author: "sstools Team" -date: '`r format(Sys.time(), "%Y-%m-%d")`' -output: pdf_document -vignette: > - %\VignetteIndexEntry{Small sample bias in estimates} - %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} ---- - -```{r setup, include=FALSE} -knitr::opts_chunk$set(echo = TRUE, - fig.width = 6, - fig.height = 6) - -library(ggplot2) -library(mle.tools) -library(reshape2) -library(ssdtools) - -nsim <- 1000 # number of simulations for effect of bias correction -``` - -## Introduction - -### What is the issue - -The *ssdtools* package uses the method of Maximum Likelihood (ML) to estimate parameters for each distribution that is fit to the data. Statistical theory -says that maximum likelihood estimators are asymptotically unbiased, but does -not guarantee performance in small samples. - -For example, consider the CCME silver data that ships with *ssdtools*. - -```{r warning=FALSE, message=FALSE} -Ag <- ssddata::ccme_silver -Ag$ecdf <- (rank(Ag$Conc)+.25)/(nrow(Ag)+.5) -Ag -``` - -Let us fit a log-normal distribution to the Ag endpoint data and estimate the parameters: - -```{r warning=FALSE, message=FALSE} -fit <- ssd_fit_dists(Ag, dist="lnorm") -fit -``` - -For most distributions, the MLE must be found numerically by iterative -methods, but the log-normal distribution has easily computed estimators. - -The *meanlog* parameter shown above represents the mean of the concentrations -on the (natural) logarithmic scale and we can easily reproduce -this value: - -```{r } -mean(log(Ag$Conc)) -``` - -The *sdlog* parameter represents the standard deviation on the logarithmic scale, but -the direct computation of the standard deviation gives a slightly different -result: - -```{r } -sd(log(Ag$Conc)) -``` - - -It turns out that in small samples, the MLE of the standard deviation -for a log-normal distribution has a negative bias, i.e. the MLE tends to be -smaller than the underlying true parameter value. The cause of this bias -is found by comparing the formula for the MLE of the standard deviation -and the traditional estimator for the standard deviation: - -$$ \widehat{\sigma}_{MLE} = \sqrt{\frac{\sum{(Y_i-\overline{Y})^2}}{{n}}}$$ -$$ \widehat{\sigma}_{traditional} = \sqrt{\frac{\sum{(Y_i-\overline{Y})^2}}{{n-1}}}$$ - -where $n$ is the sample size, $Y_i$ are the $\log(concentrations)$, and -$\overline{Y}$ is the sample mean concentration again on the logarithmic scale. - -We notice that the MLE uses a divisor of $n$ while the traditional -method uses a divisor of $n-1$. Hence the MLE has a negative bias and its value -is -`r round(estimates(fit)$lnorm.sdlog/sd(log(Ag$Conc)),2)`x the -usual estimator for $\sigma$ which is -$\sqrt{\frac{n-1}{n}}$ = -`r round(sqrt((nrow(Ag)-1)/(nrow(Ag))),2)` evaluated at $n$ = `r nrow(Ag)` . - -As the sample size -increases the absolute size of the bias will get smaller and smaller, i.e., -if $n=20$, then the MLE estimator is `r round(sqrt((20-1)/(20)),2)`x the traditional -estimator for $\sigma$ -which is neglible given the uncertainties in the actual end points. - -Conversly, as the sample size decreases, the absolute size of the bias could become quite large, i.e., -if $n=4$, then the MLE is `r round(sqrt((4-1)/(4)),2)`x the traditional estimator. But -if you are fitting a species sensitivity distribution to only 4 data values, -perhaps concern about bias in MLE is misplaced. Australian guidelines recommend a minimum sample size of 8 species. - -## What is the impact on the HCx value? -If the standard deviation is underestimated, then the tails of the -distribution will be pulled inwards and the HCx values will tend -to be larger compared to the case where the standard deviation is not deflated -as shown in the following plot: - -```{r echo=FALSE,message=FALSE, warning=FALSE} -MLEcurve <- data.frame(logConc=seq(-3,3,.1), source="MLE") -MLEcurve$density <- pnorm(MLEcurve$logConc, mean=estimates(fit)$lnorm.meanlog, - sd= estimates(fit)$lnorm.sdlog) -REGcurve <- data.frame(logConc=seq(-3,3,.1), source="Corrected SD") -REGcurve$density <- pnorm(REGcurve$logConc, - mean=estimates(fit)$lnorm.meanlog, - sd= sd(log(Ag$Conc))) -plotdata <- rbind(MLEcurve, REGcurve) -ggplot(data=plotdata, aes(x=logConc, y=density))+ - ggtitle( "Comparing the estimated cumulative density computed using \nMLE and bias-corrected SD", - subtitle=paste("Ag CCME data with n=",nrow(Ag),sep=""))+ - geom_line(aes(color=source, linetype=source))+ - geom_hline(yintercept=.05)+ - ylab("Cumulative probabiity")+ - xlab("log(Concentration) \n Horizontal line represents the HC5")+ - geom_point(data=Ag, aes(x=log(Conc),y=ecdf)) - - -``` - -```{r echo=FALSE} -# compute the HC5 from the two fit -MLE.HC5.log <- qnorm(.05,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) -MLE.HC5 <- exp(MLE.HC5.log) -REG.HC5.log <- qnorm(.05,mean=estimates(fit)$lnorm.meanlog, sd= sd(log(Ag$Conc)) ) -REG.HC5 <- exp(REG.HC5.log) - -MLE.HC1.log <- qnorm(.01,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) -MLE.HC1 <- exp(MLE.HC1.log) -REG.HC1.log <- qnorm(.01,mean=estimates(fit)$lnorm.meanlog, sd= sd(log(Ag$Conc)) ) -REG.HC1 <- exp(REG.HC1.log) - - -``` - -The HC5 estimated from the MLE fit is `r round(MLE.HC5.log,2)` on the logarithmic concentrations -scale or `r round(MLE.HC5,3)` on the concentration scale. -The HC5 estimated after correcting the standard deviation for small sample bias is -`r round(REG.HC5.log,2)` on the logarithmic concentrations -scale or `r round(REG.HC5,3)` on the concentration scale. -The ratio of HC5 values -is `r round(REG.HC5/MLE.HC5,2)`x on the concentration scale, i.e. -the estimated HC5 from the MLE is `r round(MLE.HC5/REG.HC5,1)`x larger than the HC5 computed using the bias correction. - -The differences between the HCx computed from the MLE fit and using the corrected -standard deviation will become more pronounced for small HCx values. For example, -the HC1 estimated from the MLE fit is `r round(MLE.HC1,3)` -and the HC1 estimated using the corrected standard deviation -is `r round(REG.HC1,3)` on the concentration scale. -The ratio of the HC1 values -is `r round(REG.HC1/MLE.HC1,2)`x on the concentrations scale, i.e. -the estimated HC1 from the MLE is `r round(MLE.HC1/REG.HC1,1)`x larger than the HC5 computed using the bias correction. - - -## What can be done? -A similar concernalso occurs with other distributions. Howeve, except for a few distributions, -such as the normal distribution, analytical expressions for the MLE -and for unbiased estimators do not exist. The *mle.tools* package from CRAN -provides a method that numerically corrects the bias after the fit is completed. - -### Bias correction using Cox-Snell method - log-normal distribution - -For example, again using the Ag log-normal fit we have: -```{r } -# apply the Cox and Snell (1968) bias correction using mle.tools. -# what is the density function -norm.pdf <- quote(1 / (sqrt(2 * pi) * sigma) * exp(-0.5 / sigma ^ 2 * (x - mu) ^ 2)) -norm.pdf - -# what is the log(density) function (ignoring constants) -log.norm.pdf <- quote(- log(sigma) - 0.5 / sigma ^ 2 * (x - mu) ^ 2) -log.norm.pdf - - -bias.correct <- coxsnell.bc(density = norm.pdf, - logdensity = log.norm.pdf, - n = length(Ag$Conc), - parms = c("mu", "sigma"), - mle = c(estimates(fit)$lnorm.meanlog, - estimates(fit)$lnorm.sdlog), - lower = '-Inf', upper = 'Inf') -bias.correct - -``` - -The biased corrected value for the standard deviation is -`r round(bias.correct$mle.b["sigma"],2)` which is comparable -to the standard deviation of the log(concentration) found -earlier of `r round(sd(log(Ag$Conc)),2)`. - - -A small simulation study was conducted to investigate the effect of sample size -on the bias correction and effects of the small-sample bias in the estimates -of HC5 and HC1. For this simulation study, it was assumed that a log-normal -distribution represented the distribution of endpoints among species with a mean of 0 -and a standard deviation of 1 (on the logarithmic scale). These values are arbitrary, but -any log-normal distribution can be rescaled (e.g. by changing units) to have this mean -and standard deviation. - -Simulated data sets at various sample sizes were generated, the MLE and bias-corrected estimates -were obtained and these were used to estimate the HC5 and HC1 on the $\log()$ and anti-log scales. The average -value of each response was then computed and plotted vs. the actual parameter values based -on the known mean and standard deviation (shown in the plot below as a black horizontal line). -For example, for a log-normal distribution with a mean -of 0 and a standard deviation of 1 on the log-scale, the $log(HC5)$ is the 0.05 quantile -of the normal distribution or `r round(qnorm(.05, 0, 1),3)`. - -A plot of the results is: - -```{r message=FALSE, warning=FALSE, include=FALSE} -# Simulation study to estimate effect of small sample bias on estimates of HC5 and HC1 -# Use a normal distribution -set.seed(964544) - -mu <- 0 -sd <- 1 - -sample.sizes <- c(6, 8, 10, 12, 15, 20, 25, 30, 50) - -res <- plyr::ldply(sample.sizes, function(n, mu, sd, nsim=1000){ - fits <- plyr::ldply(1:nsim, function(sim, n, mu, sd){ - - fit <- NULL - while(is.null(fit)) { - try({ - # generate sample of size n from a normal distribution with specified mean and variance - df <- data.frame(Conc= exp(rnorm(n, mean=mu, sd=sd))) - - # find the mle using ssd tools - fit <- ssd_fit_dists(df, dist="lnorm") - }, silent=TRUE) - } - - # find the bias corrected estimates - norm.pdf <- quote(1 / (sqrt(2 * pi) * sigma) * exp(-0.5 / sigma ^ 2 * (x - mu) ^ 2)) - # what is the log(density) function (ignoring constants) - log.norm.pdf <- quote(- log(sigma) - 0.5 / sigma ^ 2 * (x - mu) ^ 2) - log.norm.pdf - - bias.correct <- coxsnell.bc(density = norm.pdf, - logdensity = log.norm.pdf, - n = n, - parms = c("mu", "sigma"), - mle = c(estimates(fit)$lnorm.meanlog, - estimates(fit)$lnorm.sdlog), - lower = '-Inf', upper = 'Inf') - - # find the hc5 and hc1 using the MLE and bias corrected values - # compute the HC5 from the two fit - actual.HC5.log <- qnorm(.05, mean=mu, sd=sd) - actual.HC1.log <- qnorm(.01, mean=mu, sd=sd) - actual.HC5 <- exp(actual.HC5.log) - actual.HC1 <- exp(actual.HC1.log) - MLE.HC5.log <- qnorm(.05,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) - MLE.HC5 <- exp(MLE.HC5.log) - BC.HC5.log <- qnorm(.05,mean=bias.correct$mle.bc["mu"], - sd =bias.correct$mle.bc["sigma"] ) - BC.HC5 <- exp(BC.HC5.log) - - MLE.HC1.log <- qnorm(.01,mean=estimates(fit)$lnorm.meanlog, sd= estimates(fit)$lnorm.sdlog) - MLE.HC1 <- exp(MLE.HC1.log) - BC.HC1.log <- qnorm(.01,mean=bias.correct$mle.bc["mu"], - sd =bias.correct$mle.bc["sigma"] ) - BC.HC1 <- exp(BC.HC1.log) - - data.frame(n=n, sim=sim, mu=mu, sd=sd, - mle.meanlog=estimates(fit)$lnorm.meanlog, - mle.sdlog =estimates(fit)$lnorm.sdlog, - bc.meanlog = bias.correct$mle.bc["mu"], - bc.sdlog = bias.correct$mle.bc["sigma"], - actual.HC5.log, - actual.HC5, - actual.HC1.log, - actual.HC1, - MLE.HC5.log = MLE.HC5.log, - MLE.HC5, - BC.HC5.log, - BC.HC5, - MLE.HC1.log, - MLE.HC1, - BC.HC1.log, - BC.HC1) - }, n=n, mu=mu, sd=sd) - fits -}, mu=mu, sd=sd, nsim=nsim) - -head(res) -# summarize the output from the simulation -res.summary <- plyr::ddply(res,"n", plyr::summarize, - n=mean(n), - nsims=max(sim), - mu=mean(mu), - sd=mean(sd), - mean.mle.meanlog= mean(mle.meanlog), - mean.mle.sdlog = mean(mle.sdlog), - mean.bc.meanlog = mean(bc.meanlog), - mean.bc.sdlog = mean(bc.sdlog), - actual.HC5.log = mean(actual.HC5.log), - actual.HC1.log = mean(actual.HC1.log), - mean.mle.HC5.log= mean(MLE.HC5.log), - mean.mle.HC1.log= mean(MLE.HC1.log), - mean.bc.HC5.log = mean(BC.HC5.log), - mean.bc.HC1.log = mean(BC.HC1.log), - mean.mle.HC5 = mean(MLE.HC5), - mean.mle.HC1 = mean(MLE.HC1), - mean.bc.HC5 = mean(BC.HC5), - mean.bc.HC1 = mean(BC.HC1) - - ) -res.summary - - -plotdata <- reshape2::melt(res.summary, - id.vars="n", - value.name="value", - variable.name="Measure") -plotdata$Measure <- as.character(plotdata$Measure) -unique(plotdata$Measure) -str(plotdata) - -plotdata$parameter <- car::recode(plotdata$Measure, - " 'mean.mle.meanlog'='Mean of log(Conc)'; - 'mean.bc.meanlog' ='Mean of log(Conc)'; - 'mean.mle.sdlog' ='SD of log(Conc)'; - 'mean.bc.sdlog' ='SD of log(Conc)'; - 'mean.mle.HC5.log'='log(HC)'; - 'mean.mle.HC1.log'='log(HC)'; - 'mean.bc.HC5.log' ='log(HC)'; - 'mean.bc.HC1.log' ='log(HC)'; - 'mean.mle.HC5' ='actual HC'; - 'mean.mle.HC1' ='actual HC'; - 'mean.bc.HC5' ='actual HC'; - 'mean.bc.HC1' ='actual HC'; - - ") - -plotdata$method <- car::recode(plotdata$Measure, - "'mean.mle.meanlog'='MLE'; - 'mean.bc.meanlog' ='BC'; - 'mean.mle.sdlog' ='MLE'; - 'mean.bc.sdlog' ='BC'; - 'mean.mle.HC5.log'='MLE'; - 'mean.mle.HC1.log'='MLE'; - 'mean.bc.HC5.log' ='BC'; - 'mean.bc.HC1.log' ='BC'; - 'mean.mle.HC5' ='MLE'; - 'mean.mle.HC1' ='MLE'; - 'mean.bc.HC5' ='BC'; - 'mean.bc.HC1' ='BC'; - - ") - -plotdata$HC <- car::recode(plotdata$Measure, - "'mean.mle.HC5.log'='HC5'; - 'mean.mle.HC1.log'='HC1'; - 'mean.bc.HC5.log' ='HC5'; - 'mean.bc.HC1.log' ='HC1'; - 'mean.mle.HC5' ='HC5'; - 'mean.mle.HC1' ='HC1'; - 'mean.bc.HC5' ='HC5'; - 'mean.bc.HC1' ='HC1'; - - else='NA'; - ") - -head(plotdata) - -xtabs(~Measure+parameter, data=plotdata, exclude=NULL, na.action=na.pass) -xtabs(~Measure+method , data=plotdata, exclude=NULL, na.action=na.pass) - -select <- grepl("meanlog", plotdata$Measure) | - grepl("sdlog" , plotdata$Measure) | - grepl("mle.HC5.log", plotdata$Measure) | - grepl("mle.HC1.log", plotdata$Measure) | - grepl("bc.HC5.log", plotdata$Measure) | - grepl("bc.HC1.log", plotdata$Measure) | - grepl("mle.HC5", plotdata$Measure) | - grepl("mle.HC1", plotdata$Measure) | - grepl("bc.HC5", plotdata$Measure) | - grepl("bc.HC1", plotdata$Measure) - -plotdata[select,] - -true.parms <- data.frame(parameter=c("Mean of log(Conc)", - "SD of log(Conc)", - "log(HC)", - "log(HC)", - "actual HC", - 'actual HC'), - value=c(0,1,qnorm(.05, mu, sd), qnorm(.01, mu, sd), exp(qnorm(.05, mu, sd)), exp(qnorm(.01, mu, sd))), - linetype=c("solid","solid","dashed","solid","dashed","solid"), stringsAsFactors=FALSE) -true.parms - -simplot <- ggplot(data=plotdata[select,], aes(x=n, y=value,color=method, linetype=HC))+ - ggtitle("Performance of mle and bias corrected estimators", - subtitle=paste("Log-normal distribution with mean= ", mu, ' and sd =',sd,' on the log() scale',sep=""))+ - geom_point(position=position_jitter(w=0.4))+ - geom_line( position=position_jitter(w=0.4))+ - facet_wrap(~parameter, ncol=2,scales="free")+ - geom_hline(data=true.parms, aes(yintercept=value), linetype=true.parms$linetype)+ - xlab("Sample size")+ - scale_linetype_discrete(na.value="solid", breaks=c("HC1","HC5"), ) -``` -```{r echo=FALSE, message=FALSE, warning=FALSE} -simplot -``` - -The MLE is unbiased for the mean of the log-normal distribution (bottom left plot) - -the apparent deviations from the true value of 0 are very small (note the scale -on the $Y$ axis) and simply simulation artefacts. - -The MLE for the standard deviation -is biased downwards (lower right plot) and the bias become smaller with -increasing sample size (the curve for the mean of the MLE estimate of the -standard deviation increases and approaches the true value of 0). The bias-correction for the -standard deviation is effective for all but the smallest sample sizes. - -The estimated $\log{HC}$ (upper right plot) based on the MLE is biased upwards (i.e. larger) than the true -values but the bias declines with sample size (as expected). The -estimate of the $\log{HC}$ based on the bias-corrected estimates performs well -(close to the true value) except at very small sample sizes. - -Finally, the estimated $HC1$ and $HC5$ values are again biased upwards (upper left plot). -This bias consists of two parts - -1. bias in the underlying estimates of the parameters -of the distribution -2. non-linear tranformation bias, i.e. the mean of a function of the parameter values is -not equal to the function evaluated at the mean of the parameter values. For example, the -HC5 is found as the anti-log of the 5$^{th}$ percentile of the normal distribution. Suppose -we have two simulation results where the estimated 5$^{th}$ percentile of the fitted normal distribution -were $-1.8$ and $-1.5$. The mean of the estimated 5$^th$ percentile is $\frac{-1.8+(-1.5)}{2}=-1.65$ and -is unbiased for the actual percentile value of $-1.645$. However, the actual HC5 is found as the anti-log -of the two individual estimates, i.e. $\exp(-1.8)=0.165$ and $\exp(-1.6)=.223$ whose mean is 0.194, but -the anti-log of the average, $exp(-1.65)=.192$ which is not the same value. - -The total bias does not appear to be large except in the case of very small sample sizes. - -### Bias correction using Cox-Snell method - gamma distribution - -We can also apply this to other distributions such as the gamma -distribution. If we fit a gamma distribution to the -Ag data we obtain: -```{r warnings=FALSE, message=FALSE} -fit.gamma <- ssd_fit_dists(Ag, dist="gamma") -fit.gamma -``` -The bias corrected estimates are: -```{r } -# apply the Cox and Snell (1968) bias correction using mle.tools. -# what is the density function -gamma.pdf <- quote(1 /(scale ^ shape * gamma(shape)) * x ^ (shape - 1) * exp(-x / scale)) -gamma.pdf - -# what is the log(density) functiong ingoring constants -log.gamma.pdf <- quote(-shape * log(scale) - lgamma(shape) + shape * log(x) - - x / scale) -log.gamma.pdf - -bias.correct.gamma <- coxsnell.bc(density = gamma.pdf, - logdensity = log.gamma.pdf, - n = length(Ag$Conc), - parms = c("shape", "scale"), - mle = c(estimates(fit.gamma)$gamma.shape, - estimates(fit.gamma)$gamma.scale), - lower = 0, upper = 'Inf') -bias.correct.gamma - -``` - -The two cumulative density functions are: - -```{r echo=FALSE,message=FALSE, warning=FALSE} -MLEcurve <- data.frame(logConc=seq(-5,3,.1), source="MLE") -MLEcurve$density <- pgamma(exp(MLEcurve$logConc), - shape=estimates(fit.gamma)$gamma.shape, - scale=estimates(fit.gamma)$gamma.scale) -REGcurve <- data.frame(logConc=seq(-5,3,.1), source="Bias corrected") -REGcurve$density <- pgamma(exp(REGcurve$logConc), - shape=bias.correct.gamma$mle.bc["shape"], - scale=bias.correct.gamma$mle.bc["scale"]) -plotdata <- rbind(MLEcurve, REGcurve) -ggplot(data=plotdata, aes(x=logConc, y=density))+ - ggtitle( "Comparing the estimated cumulative gamma density \nusing MLE and bias correction", - subtitle=paste("Ag CCME data with n=",nrow(Ag), - ' and gamma fit',sep=""))+ - geom_line(aes(color=source, linetype=source))+ - geom_hline(yintercept=.05)+ - xlab("log(Concentration) \n Horizontal line represents the HC5")+ - ylab("Cumulative probability")+ - geom_point(data=Ag, aes(x=log(Conc),y=ecdf)) - -``` - -```{r echo=FALSE} -# compute the HC5 from the two fit -MLE.gamma.HC5.log <- log(qgamma(.05, - shape=estimates(fit.gamma)$gamma.shape, - scale=estimates(fit.gamma)$gamma.scale)) -MLE.gamma.HC5 <- exp(MLE.gamma.HC5.log) -REG.gamma.HC5.log <- log(qgamma(.05, - shape=bias.correct.gamma$mle.bc["shape"], - scale=bias.correct.gamma$mle.bc["scale"])) -REG.gamma.HC5 <- exp(REG.gamma.HC5.log) - -MLE.gamma.HC1.log <- log(qgamma(.01, - shape=estimates(fit.gamma)$gamma.shape, - scale=estimates(fit.gamma)$gamma.scale)) -MLE.gamma.HC1 <- exp(MLE.gamma.HC1.log) -REG.gamma.HC1.log <- log(qgamma(.01, - shape=bias.correct.gamma$mle.bc["shape"], - scale=bias.correct.gamma$mle.bc["scale"])) -REG.gamma.HC1 <- exp(REG.gamma.HC1.log) - - -``` - -The HC5 estimated from the MLE.gamma fit is `r round(MLE.gamma.HC5.log,2)` on the logarithmic concentrations -scale or `r round(MLE.gamma.HC5,3)` on the concentration scale. -The HC5 estimated after correcting for small sample bias is -`r round(REG.gamma.HC5.log,2)` on the logarithmic concentrations -scale or `r round(REG.gamma.HC5,3)` on the concentration scale. The ratio of these two HC5 values -is `r round(REG.gamma.HC5/MLE.gamma.HC5,3)`x on the concentration scale, -i.e. the HCx based on the MLE is `r round(MLE.gamma.HC5/REG.gamma.HC5,1)`x larger on the concentration scale. - -The differences between the HCx computed from the MLE and for -the bias corrected estimates will become more pronounced for small HCx values. For example, -the HC1 estimated from the MLE.gamma fit is `r round(MLE.gamma.HC1,3)` -and the HC1 estimated using the biased corrected estimates -is `r formatC(REG.gamma.HC1,digits=6, format="f")` on the concentration scale. The ratio of these two values -is now `r round(REG.gamma.HC1/MLE.gamma.HC1,3)`x, -i.e. the HCx based on the MLE is `r round(MLE.gamma.HC1/REG.gamma.HC1,1)`x larger on the concentration scale. - - -We repeated a similar simulation study with the gamma distribution. The shape and scale -parameters were chosen to match the mean and variance of the log-normal distribution used -in the previous simulation study. - -```{r echo=FALSE, message=FALSE, warning=FALSE, include=FALSE} -# Simulation study to estimate effect of small sample bias on estimates of HC5 and HC1 -# Use a gamma distribution with the same mean and sd as a log-normal (0,1) - -set.seed(23432) - - -# get the shape and scale parameter -mean.log <- 0 -sd.log <- 1 -mu <- exp(mean.log+.5*sd.log^2) -sd <- sqrt(exp(sd.log^2-1) * (exp(2*mean.log + sd.log^2))) -cat("Mean and variance of lognormal(0,1)", mu, sd, "\n") - -# solve for shape and scale -scale = sd^2/mu -shape = mu/scale -cat("Estimated shape and scale ", shape, scale, "\n") -scale*shape -sqrt(shape*scale^2) - -mean(rgamma(1000, shape=shape, scale=scale)) -sd (rgamma(1000, shape=shape, scale=scale)) - -sample.sizes <- c(6, 8, 10, 12, 15, 20, 25, 30, 50) - -res <- plyr::ldply(sample.sizes, function(n, shape, scale, nsim=1000){ - fits <- plyr::ldply(1:nsim, function(sim, n, shape, scale){ - # generate sample of size n from a normal distribution with specified mean and variance - #browser() - sim.error=FALSE - fit <- NULL - while(is.null(fit)) { - try({ - df <- data.frame(Conc= rgamma(n, shape=shape, scale=scale)) - - # find the mle using ssd tools - fit <- ssd_fit_dists(df, dist="gamma") - }, silent=TRUE) - } - - # find the bias corrected estimates - gamma.pdf <- quote(1 /(scale ^ shape * gamma(shape)) * x ^ (shape - 1) * exp(-x / scale)) - - # what is the log(density) functiong ingoring constants - log.gamma.pdf <- quote(-shape * log(scale) - lgamma(shape) + shape * log(x) - x / scale) - #browser() - bias.correct <- try(coxsnell.bc(density = gamma.pdf, - logdensity = log.gamma.pdf, - n = n, - parms = c("shape", "scale"), - mle = c(estimates(fit)$gamma.shape, - estimates(fit)$gamma.scale), - lower = 0, upper = 'Inf')) - if(class(bias.correct)=="try-error"){ - sim.error = TRUE - cat("Gamma bias correct sim error ", n, sim, "\n") - bias.correct <- NULL - bias.correct$mle.bc <- c(shape=shape, scale=scale) - } - - # find the hc5 and hc1 using the MLE and bias corrected values - # compute the HC5 from the two fit - actual.HC5.log <- log(qgamma(.05, shape=shape, scale=scale)) - actual.HC1.log <- log(qgamma(.01, shape=shape, scale=scale)) - actual.HC5 <- exp(actual.HC5.log) - actual.HC1 <- exp(actual.HC1.log) - MLE.HC5.log <- log(qgamma(.05,shape=estimates(fit)$gamma.shape, scale=estimates(fit)$gamma.scale)) - MLE.HC5 <- exp(MLE.HC5.log) - BC.HC5.log <- log(qgamma(.05,shape = bias.correct$mle.bc["shape"], - scale = bias.correct$mle.bc["scale"] )) - BC.HC5 <- exp(BC.HC5.log) - - MLE.HC1.log <- log(qgamma(.01, shape=estimates(fit)$gamma.shape, scale= estimates(fit)$gamma.scale)) - MLE.HC1 <- exp(MLE.HC1.log) - BC.HC1.log <- log(qgamma(.01,shape=bias.correct$mle.bc["shape"], - scale=bias.correct$mle.bc["scale"] )) - BC.HC1 <- exp(BC.HC1.log) - - data.frame(n=n, sim=sim, shape=shape, scale=scale, - mle.shape = estimates(fit)$gamma.shape, - mle.scale = estimates(fit)$gamma.scale, - bc.shape = bias.correct$mle.bc["shape"], - bc.scale = bias.correct$mle.bc["scale"], - actual.HC5.log, - actual.HC5, - actual.HC1.log, - actual.HC1, - MLE.HC5.log = MLE.HC5.log, - MLE.HC5, - BC.HC5.log, - BC.HC5, - MLE.HC1.log, - MLE.HC1, - BC.HC1.log, - BC.HC1, - sim.error=sim.error) - }, n=n, shape=shape, scale=scale) - fits -}, shape=shape, scale=scale, nsim=nsim) - -# remove simulation errors -sum(res$sim.error) -res <- res[ !res$sim.error, ] - -head(res) -# summarize the output from the sishapelation -res.summary <- plyr::ddply(res,"n", plyr::summarize, - n=mean(n), - nsims=max(sim), - gamma.shape=mean(shape), - gamma.scale=mean(scale), - mean.mle.shape = mean(mle.shape), - mean.mle.scale = mean(mle.scale), - mean.bc.shape = mean(bc.shape), - mean.bc.scale = mean(bc.scale), - actual.HC5.log = mean(actual.HC5.log), - actual.HC1.log = mean(actual.HC1.log), - mean.mle.HC5.log= mean(MLE.HC5.log), - mean.mle.HC1.log= mean(MLE.HC1.log), - mean.bc.HC5.log = mean(BC.HC5.log), - mean.bc.HC1.log = mean(BC.HC1.log), - mean.mle.HC5 = mean(MLE.HC5), - mean.mle.HC1 = mean(MLE.HC1), - mean.bc.HC5 = mean(BC.HC5), - mean.bc.HC1 = mean(BC.HC1) - ) -res.summary - - -plotdata <- reshape2::melt(res.summary, - id.vars="n", - value.name="value", - variable.name="Measure") -plotdata$Measure <- as.character(plotdata$Measure) -unique(plotdata$Measure) -str(plotdata) - -plotdata$parameter <- car::recode(plotdata$Measure, - " 'mean.mle.shape'= 'Shape'; - 'mean.bc.shape' = 'Shape'; - 'mean.mle.scale' ='Scale'; - 'mean.bc.scale' ='Scale'; - 'mean.mle.HC5.log'='log(HC)'; - 'mean.mle.HC1.log'='log(HC)'; - 'mean.bc.HC5.log' ='log(HC)'; - 'mean.bc.HC1.log' ='log(HC)'; - 'mean.mle.HC5' ='actual HC'; - 'mean.mle.HC1' ='actual HC'; - 'mean.bc.HC5' ='actual HC'; - 'mean.bc.HC1' ='actual HC'; - - ") - -plotdata$method <- car::recode(plotdata$Measure, - "'mean.mle.shape' ='MLE'; - 'mean.bc.shape' ='BC'; - 'mean.mle.scale' ='MLE'; - 'mean.bc.scale' ='BC'; - 'mean.mle.HC5.log'='MLE'; - 'mean.mle.HC1.log'='MLE'; - 'mean.bc.HC5.log' ='BC'; - 'mean.bc.HC1.log' ='BC'; - 'mean.mle.HC5' ='MLE'; - 'mean.mle.HC1' ='MLE'; - 'mean.bc.HC5' ='BC'; - 'mean.bc.HC1' ='BC'; - ") - -plotdata$HC <- car::recode(plotdata$Measure, - "'mean.mle.HC5.log'='HC5'; - 'mean.mle.HC1.log'='HC1'; - 'mean.bc.HC5.log' ='HC5'; - 'mean.bc.HC1.log' ='HC1'; - 'mean.mle.HC5' ='HC5'; - 'mean.mle.HC1' ='HC1'; - 'mean.bc.HC5' ='HC5'; - 'mean.bc.HC1' ='HC1'; - else='NA'; - ") - -head(plotdata) - -xtabs(~Measure+parameter, data=plotdata, exclude=NULL, na.action=na.pass) -xtabs(~Measure+method , data=plotdata, exclude=NULL, na.action=na.pass) -unique(plotdata$Measure) -select <- grepl("mle.shape$", plotdata$Measure) | - grepl("mle.scale$", plotdata$Measure) | - grepl("bc.shape$" , plotdata$Measure) | - grepl("bc.scale$" , plotdata$Measure) | - grepl("mle.HC5.log", plotdata$Measure) | - grepl("mle.HC1.log", plotdata$Measure) | - grepl("bc.HC5.log", plotdata$Measure) | - grepl("bc.HC1.log", plotdata$Measure) | - grepl("mle.HC5", plotdata$Measure) | - grepl("mle.HC1", plotdata$Measure) | - grepl("bc.HC5", plotdata$Measure) | - grepl("bc.HC1", plotdata$Measure) - -plotdata[select,] - -true.parms <- data.frame(parameter=c("Shape", - "Scale", - "log(HC)", - "log(HC)", - "actual HC", - 'actual HC'), - value=c(shape,scale, - log(qgamma(.05, shape=shape, scale=scale)), log(qgamma(.01, shape=shape, scale=scale)), - qgamma(.05, shape=shape, scale=scale), qgamma(.01, shape=shape, scale=scale)), - linetype=c("solid","solid","dashed","solid","dashed","solid"), stringsAsFactors=FALSE) -true.parms - -sim.plot <- ggplot(data=plotdata[select,], aes(x=n, y=value,color=method, linetype=HC))+ - ggtitle("Performance of mle and bias corrected estimators", - subtitle=paste("Gamma distribution with shape= ", round(shape,2), ' and scale =',round(scale,2),sep=""))+ - geom_point(position=position_jitter(w=0.4))+ - geom_line( position=position_jitter(w=0.4))+ - facet_wrap(~parameter, ncol=2,scales="free")+ - geom_hline(data=true.parms, aes(yintercept=value), linetype=true.parms$linetype)+ - xlab("Sample size")+ - scale_linetype_discrete(na.value="solid", breaks=c("HC1","HC5") ) - -``` -```{r echo=FALSE, warning=FALSE, message=FALSE} -sim.plot -``` - -The MLEs are biased in small-samples for both the shape and scale (bottom row of plots) but the -small-sample bias declines as sample size increases (as expected). The biases of the -two parameters are in opposite directions (i.e. one bias is positive and one bias is negative). -The bias corrected estimates -are unbiased (as expected). - -The estimated $\log{HC}$ (upper right plot) based on the MLE is slightly biased upwards (i.e. larger) than the true -values but the bias rapidly declines with sample size (as expected). Rather surprisingly, the -estimated HC5 and HC1 values using the bias-corrected estimates are biased downwards, likely an artefact -of the non-linear transformation from scale and shape to the HCx. - -Finally, the estimated $HC1$ and $HC5$ values are again biased upwards (upper left plot) based -on the MLEs, but the estimated $HCx$ values based on the bias-corrected estimates appear to exhibit -less bias despite the bias in the $\log(HCx)$ values. - -## Recommendations - -In cases with reasonably large sample sizes (around 15+), the small sample bias is -unlikely to be of concern given the uncertainty in the endpoints actually used -for the fit, and the uncertainty generated for the HCx from the model averaging process. - -The small sample bias in the estimates is expected to affect the smaller -HCx values (e.g. HC1) more than larger HCx values (e.g. HC5). -This is not unexpected because you are -trying to extrapolate out to the extreme tails of the distribution where there -is typically no data available and small changes to parameter values can have -large impacts on the extreme tails. - -For smaller sample sizes, a similar exercise as above can be used to -estimate the impact of the small sample bias. Howeverr, for small sample sizes, -this exercise may be akin to "fiddling while Rome burns", i.e, this does not change the basic -problems with small sample sizes including (a) most distributions will have adequate fits and it is unlikely be possible to discriminate between distributions; -and (b) extrapoloting even to a moderate tail fraction (e.g. HC5) is very, very -dependent on the chosen distribution; (c) there is no data available -to support even moderate extrapolation to tail proportions. Higher certainty in -the estimates can only be obtained by increasing sample sizes. - ------ - -Creative Commons Licence
    ssdtools by the Province of British Columbia - is licensed under a -Creative Commons Attribution 4.0 International License. From b8ec9457588e5e22b91cdeef85442a4fba4306ee Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Thu, 22 Aug 2024 11:26:13 -0700 Subject: [PATCH 47/76] - Remove `pgtol` argument. --- R/fit.R | 7 +------ man/ssd_fit_dists.Rd | 2 -- tests/testthat/_snaps/gompertz/hc_prob.csv | 4 ++-- tests/testthat/_snaps/hc/fullyleft.csv | 2 +- tests/testthat/_snaps/hc/hc_cis.csv | 4 ++-- tests/testthat/_snaps/hc/hc_cis_level08.csv | 4 ++-- tests/testthat/_snaps/hc/partialeftfull.csv | 2 +- tests/testthat/_snaps/predict/pred_cis.csv | 4 ++-- tests/testthat/_snaps/weibull/hc_anona.csv | 8 ++++---- 9 files changed, 15 insertions(+), 22 deletions(-) diff --git a/R/fit.R b/R/fit.R index bfe0050b..fc49aa5d 100644 --- a/R/fit.R +++ b/R/fit.R @@ -151,7 +151,6 @@ fits_dists <- function(data, dists, min_pmix, range_shape1, range_shape2, contro #' If the `right` argument is different to the `left` argument #' then the data are considered to be censored. #' -#' The optim argument `pgtol` is set to 1e-5 if not specified via the control argument. #' #' @inheritParams params #' @return An object of class fitdists. @@ -218,11 +217,7 @@ ssd_fit_dists <- function( if (any(is.infinite(attrs$data$right))) { err("Distributions cannot currently be fitted to right censored data.") } - - if(!utils::hasName(control, "pgtol")) { - control$pgtol <- 1e-5 - } - + fits <- fits_dists(attrs$data, dists, min_pmix = min_pmix, range_shape1 = range_shape1, range_shape2 = range_shape2, diff --git a/man/ssd_fit_dists.Rd b/man/ssd_fit_dists.Rd index c47b4e29..bd3a5b6a 100644 --- a/man/ssd_fit_dists.Rd +++ b/man/ssd_fit_dists.Rd @@ -75,8 +75,6 @@ However, currently only the resultant parameter estimates are available. If the \code{right} argument is different to the \code{left} argument then the data are considered to be censored. - -The optim argument \code{pgtol} is set to 1e-5 if not specified via the control argument. } \examples{ fits <- ssd_fit_dists(ssddata::ccme_boron) diff --git a/tests/testthat/_snaps/gompertz/hc_prob.csv b/tests/testthat/_snaps/gompertz/hc_prob.csv index e84d104f..0715b856 100644 --- a/tests/testthat/_snaps/gompertz/hc_prob.csv +++ b/tests/testthat/_snaps/gompertz/hc_prob.csv @@ -1,7 +1,7 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples average,0.05,0.179453,0.307799,0.0992422,1.23754,1,parametric,100,0.92,"c(`000000001_gompertz` = 0.232668, `000000003_gompertz` = 0.104651, `000000004_gompertz` = 0.546479, `000000005_gompertz` = 0.59723, `000000006_gompertz` = 0.232644, `000000007_gompertz` = 0.26047, `000000008_gompertz` = 0.194946, `000000009_gompertz` = 0.687566, `000000010_gompertz` = 0.158672, `000000011_gompertz` = 0.252489, `000000012_gompertz` = 0.212705, `000000013_gompertz` = 1.32526, `000000014_gompertz` = 0.196413, `000000015_gompertz` = 0.556619, `000000016_gompertz` = 0.542088, `000000017_gompertz` = 0.258851, -`000000018_gompertz` = 0.467362, `000000019_gompertz` = 0.444558, `000000020_gompertz` = 0.252366, `000000021_gompertz` = 1.00627, `000000022_gompertz` = 0.262159, `000000023_gompertz` = 0.201961, `000000024_gompertz` = 0.221781, `000000025_gompertz` = 0.370823, `000000026_gompertz` = 0.381622, `000000027_gompertz` = 0.587692, `000000028_gompertz` = 0.154181, `000000031_gompertz` = 0.10423, `000000032_gompertz` = 0.250053, `000000033_gompertz` = 0.462225, `000000034_gompertz` = 0.39652, `000000035_gompertz` = 0, +`000000018_gompertz` = 0.467362, `000000019_gompertz` = 0.444558, `000000020_gompertz` = 0.252365, `000000021_gompertz` = 1.00627, `000000022_gompertz` = 0.262159, `000000023_gompertz` = 0.201961, `000000024_gompertz` = 0.221781, `000000025_gompertz` = 0.370823, `000000026_gompertz` = 0.381622, `000000027_gompertz` = 0.587692, `000000028_gompertz` = 0.154181, `000000031_gompertz` = 0.10423, `000000032_gompertz` = 0.250053, `000000033_gompertz` = 0.462225, `000000034_gompertz` = 0.39652, `000000035_gompertz` = 0, `000000036_gompertz` = 0.258822, `000000037_gompertz` = 0.242274, `000000038_gompertz` = 0.347614, `000000039_gompertz` = 0.29439, `000000040_gompertz` = 1.14346, `000000041_gompertz` = 0.135087, `000000042_gompertz` = 0.119971, `000000043_gompertz` = 0.314016, `000000044_gompertz` = 0.0979661, `000000045_gompertz` = 0.135296, `000000046_gompertz` = 0.260949, `000000047_gompertz` = 0.50742, `000000049_gompertz` = 1.83785, `000000050_gompertz` = 0.183739, `000000051_gompertz` = 0.119605, `000000052_gompertz` = 0.166286, -`000000053_gompertz` = 0.375928, `000000054_gompertz` = 0.16, `000000055_gompertz` = 0.378693, `000000056_gompertz` = 0.198193, `000000057_gompertz` = 0.854231, `000000058_gompertz` = 0.113677, `000000059_gompertz` = 0.0460489, `000000060_gompertz` = 0.26119, `000000061_gompertz` = 0.349783, `000000062_gompertz` = 0.155674, `000000063_gompertz` = 0.25708, `000000065_gompertz` = 0.862409, `000000066_gompertz` = 0.252748, `000000067_gompertz` = 1.27322, `000000068_gompertz` = 0.306461, `000000069_gompertz` = 0.102607, +`000000053_gompertz` = 0.375928, `000000054_gompertz` = 0.16, `000000055_gompertz` = 0.378692, `000000056_gompertz` = 0.198193, `000000057_gompertz` = 0.854231, `000000058_gompertz` = 0.113677, `000000059_gompertz` = 0.0460489, `000000060_gompertz` = 0.26119, `000000061_gompertz` = 0.349783, `000000062_gompertz` = 0.155674, `000000063_gompertz` = 0.25708, `000000065_gompertz` = 0.862409, `000000066_gompertz` = 0.252748, `000000067_gompertz` = 1.27322, `000000068_gompertz` = 0.30646, `000000069_gompertz` = 0.102607, `000000071_gompertz` = 0.882485, `000000072_gompertz` = 0.738937, `000000074_gompertz` = 0.2907, `000000075_gompertz` = 0.428083, `000000076_gompertz` = 0.325723, `000000077_gompertz` = 0.260432, `000000078_gompertz` = 0.331494, `000000079_gompertz` = 1.0526, `000000080_gompertz` = 0.616152, `000000081_gompertz` = 0.183109, `000000082_gompertz` = 0.184165, `000000083_gompertz` = 0.141392, `000000084_gompertz` = 0.324602, `000000085_gompertz` = 0.366267, `000000086_gompertz` = 0.672032, `000000087_gompertz` = 0.274923, `000000088_gompertz` = 0.283306, `000000089_gompertz` = 0.252262, `000000090_gompertz` = 0.244424, `000000091_gompertz` = 0.109766, `000000092_gompertz` = 0.192248, `000000093_gompertz` = 0.156249, `000000094_gompertz` = 0.392504, `000000095_gompertz` = 0.171986, `000000096_gompertz` = 0.217738, `000000097_gompertz` = 0.548714, `000000098_gompertz` = 0.431485, `000000100_gompertz` = 0.298434)" diff --git a/tests/testthat/_snaps/hc/fullyleft.csv b/tests/testthat/_snaps/hc/fullyleft.csv index 8e26e7da..b62de35f 100644 --- a/tests/testthat/_snaps/hc/fullyleft.csv +++ b/tests/testthat/_snaps/hc/fullyleft.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,0.0267647,0,0.0462203,0.0462203,1,parametric,10,1,numeric(0) +average,0.05,0.0276016,0,0.0457802,0.0457802,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/hc/hc_cis.csv b/tests/testthat/_snaps/hc/hc_cis.csv index 03732a7a..289bc8bf 100644 --- a/tests/testthat/_snaps/hc/hc_cis.csv +++ b/tests/testthat/_snaps/hc/hc_cis.csv @@ -16,7 +16,7 @@ average,0.05,1.68118,0.682856,0.916053,3.47924,1,parametric,1000,1,"c(`000000001 `000000253_lnorm` = 0.957097, `000000254_lnorm` = 1.71972, `000000255_lnorm` = 1.246, `000000256_lnorm` = 1.64064, `000000257_lnorm` = 1.85754, `000000258_lnorm` = 2.32517, `000000259_lnorm` = 1.53654, `000000260_lnorm` = 4.93482, `000000261_lnorm` = 2.92566, `000000262_lnorm` = 1.80187, `000000263_lnorm` = 1.30003, `000000264_lnorm` = 3.32539, `000000265_lnorm` = 1.00911, `000000266_lnorm` = 1.3714, `000000267_lnorm` = 1.49066, `000000268_lnorm` = 1.16181, `000000269_lnorm` = 2.17011, `000000270_lnorm` = 1.93628, `000000271_lnorm` = 1.93382, `000000272_lnorm` = 1.56229, `000000273_lnorm` = 1.934, `000000274_lnorm` = 1.48945, `000000275_lnorm` = 1.5608, `000000276_lnorm` = 2.76426, `000000277_lnorm` = 1.41112, `000000278_lnorm` = 3.0299, `000000279_lnorm` = 1.20218, `000000280_lnorm` = 1.17921, `000000281_lnorm` = 3.31634, `000000282_lnorm` = 2.2934, `000000283_lnorm` = 1.75066, `000000284_lnorm` = 2.23803, `000000285_lnorm` = 1.73284, `000000286_lnorm` = 2.27553, `000000287_lnorm` = 1.06919, `000000288_lnorm` = 2.22348, `000000289_lnorm` = 1.43162, `000000290_lnorm` = 2.38861, `000000291_lnorm` = 1.9776, `000000292_lnorm` = 1.75615, `000000293_lnorm` = 1.51279, `000000294_lnorm` = 4.17684, `000000295_lnorm` = 1.10022, `000000296_lnorm` = 3.42715, `000000297_lnorm` = 1.28569, `000000298_lnorm` = 1.91589, `000000299_lnorm` = 1.14508, `000000300_lnorm` = 1.36318, `000000301_lnorm` = 1.23333, `000000302_lnorm` = 1.07115, `000000303_lnorm` = 1.85, `000000304_lnorm` = 2.22285, `000000305_lnorm` = 1.22099, `000000306_lnorm` = 0.769899, -`000000307_lnorm` = 2.26783, `000000308_lnorm` = 2.76718, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.7925, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.49481, `000000315_lnorm` = 2.28877, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49334, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97667, `000000320_lnorm` = 2.11936, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93249, +`000000307_lnorm` = 2.26783, `000000308_lnorm` = 2.76718, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.7925, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.49481, `000000315_lnorm` = 2.28878, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49334, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97667, `000000320_lnorm` = 2.11936, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93249, `000000325_lnorm` = 1.48784, `000000326_lnorm` = 2.98808, `000000327_lnorm` = 2.30993, `000000328_lnorm` = 2.99877, `000000329_lnorm` = 1.741, `000000330_lnorm` = 1.88757, `000000331_lnorm` = 2.04144, `000000332_lnorm` = 1.25144, `000000333_lnorm` = 1.57907, `000000334_lnorm` = 1.00788, `000000335_lnorm` = 1.2126, `000000336_lnorm` = 1.9552, `000000337_lnorm` = 2.82747, `000000338_lnorm` = 1.90187, `000000339_lnorm` = 1.42327, `000000340_lnorm` = 1.43656, `000000341_lnorm` = 1.09695, `000000342_lnorm` = 1.33248, `000000343_lnorm` = 1.19027, `000000344_lnorm` = 1.97184, `000000345_lnorm` = 1.77387, `000000346_lnorm` = 1.07525, `000000347_lnorm` = 2.13797, `000000348_lnorm` = 2.16009, `000000349_lnorm` = 2.2232, `000000350_lnorm` = 2.71378, `000000351_lnorm` = 1.83288, `000000352_lnorm` = 2.48059, `000000353_lnorm` = 1.04259, `000000354_lnorm` = 1.55659, `000000355_lnorm` = 2.4289, `000000356_lnorm` = 3.13694, `000000357_lnorm` = 1.00274, `000000358_lnorm` = 1.32141, `000000359_lnorm` = 1.9265, `000000360_lnorm` = 1.34318, `000000361_lnorm` = 1.42568, `000000362_lnorm` = 1.01439, `000000363_lnorm` = 1.49849, `000000364_lnorm` = 2.22677, `000000365_lnorm` = 1.62129, `000000366_lnorm` = 2.04696, `000000367_lnorm` = 1.18602, `000000368_lnorm` = 1.20377, `000000369_lnorm` = 1.2206, `000000370_lnorm` = 1.90947, `000000371_lnorm` = 1.13543, `000000372_lnorm` = 1.6593, `000000373_lnorm` = 1.46798, `000000374_lnorm` = 1.57448, `000000375_lnorm` = 1.85693, `000000376_lnorm` = 1.4851, `000000377_lnorm` = 1.42378, `000000378_lnorm` = 1.59598, @@ -46,7 +46,7 @@ average,0.05,1.68118,0.682856,0.916053,3.47924,1,parametric,1000,1,"c(`000000001 `000000793_lnorm` = 1.38939, `000000794_lnorm` = 1.73823, `000000795_lnorm` = 1.93236, `000000796_lnorm` = 2.27247, `000000797_lnorm` = 1.9506, `000000798_lnorm` = 2.79071, `000000799_lnorm` = 1.85945, `000000800_lnorm` = 1.697, `000000801_lnorm` = 1.20041, `000000802_lnorm` = 2.30994, `000000803_lnorm` = 2.28004, `000000804_lnorm` = 2.12277, `000000805_lnorm` = 1.40852, `000000806_lnorm` = 2.70247, `000000807_lnorm` = 0.952191, `000000808_lnorm` = 1.76159, `000000809_lnorm` = 1.55078, `000000810_lnorm` = 1.46163, `000000811_lnorm` = 2.11149, `000000812_lnorm` = 1.11352, `000000813_lnorm` = 2.7389, `000000814_lnorm` = 1.51083, `000000815_lnorm` = 1.2664, `000000816_lnorm` = 1.60513, `000000817_lnorm` = 1.05833, `000000818_lnorm` = 1.68812, `000000819_lnorm` = 2.66027, `000000820_lnorm` = 1.65418, `000000821_lnorm` = 1.08778, `000000822_lnorm` = 1.33578, `000000823_lnorm` = 1.09943, `000000824_lnorm` = 1.50982, `000000825_lnorm` = 1.619, `000000826_lnorm` = 2.30469, `000000827_lnorm` = 0.855125, `000000828_lnorm` = 2.42884, `000000829_lnorm` = 1.38089, `000000830_lnorm` = 4.4522, `000000831_lnorm` = 1.66964, `000000832_lnorm` = 1.85568, `000000833_lnorm` = 1.08886, `000000834_lnorm` = 0.921413, `000000835_lnorm` = 1.46622, `000000836_lnorm` = 2.73844, `000000837_lnorm` = 1.58314, `000000838_lnorm` = 1.38034, `000000839_lnorm` = 4.41954, `000000840_lnorm` = 0.943256, `000000841_lnorm` = 2.27984, `000000842_lnorm` = 0.912846, `000000843_lnorm` = 3.55196, `000000844_lnorm` = 1.1334, `000000845_lnorm` = 1.32162, `000000846_lnorm` = 1.15393, -`000000847_lnorm` = 1.98562, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42929, `000000851_lnorm` = 4.14374, `000000852_lnorm` = 1.43422, `000000853_lnorm` = 1.86874, `000000854_lnorm` = 2.12603, `000000855_lnorm` = 1.61319, `000000856_lnorm` = 2.90886, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36495, `000000860_lnorm` = 1.34749, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52777, `000000863_lnorm` = 0.600719, `000000864_lnorm` = 1.09026, +`000000847_lnorm` = 1.98562, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42929, `000000851_lnorm` = 4.14374, `000000852_lnorm` = 1.43422, `000000853_lnorm` = 1.86874, `000000854_lnorm` = 2.12603, `000000855_lnorm` = 1.61319, `000000856_lnorm` = 2.90886, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36495, `000000860_lnorm` = 1.34749, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52777, `000000863_lnorm` = 0.600718, `000000864_lnorm` = 1.09026, `000000865_lnorm` = 2.03663, `000000866_lnorm` = 1.49139, `000000867_lnorm` = 1.12194, `000000868_lnorm` = 1.07614, `000000869_lnorm` = 1.8528, `000000870_lnorm` = 2.95831, `000000871_lnorm` = 2.98388, `000000872_lnorm` = 2.99172, `000000873_lnorm` = 2.63005, `000000874_lnorm` = 2.71377, `000000875_lnorm` = 2.88341, `000000876_lnorm` = 1.53379, `000000877_lnorm` = 1.38716, `000000878_lnorm` = 1.82626, `000000879_lnorm` = 2.14879, `000000880_lnorm` = 1.45224, `000000881_lnorm` = 2.03255, `000000882_lnorm` = 1.23025, `000000883_lnorm` = 4.04123, `000000884_lnorm` = 1.87984, `000000885_lnorm` = 0.920501, `000000886_lnorm` = 1.39447, `000000887_lnorm` = 2.25379, `000000888_lnorm` = 1.17532, `000000889_lnorm` = 1.54539, `000000890_lnorm` = 1.16774, `000000891_lnorm` = 1.62573, `000000892_lnorm` = 0.973674, `000000893_lnorm` = 1.10345, `000000894_lnorm` = 1.55087, `000000895_lnorm` = 1.43027, `000000896_lnorm` = 0.962508, `000000897_lnorm` = 2.10172, `000000898_lnorm` = 1.45381, `000000899_lnorm` = 2.50912, `000000900_lnorm` = 0.829115, `000000901_lnorm` = 1.49204, `000000902_lnorm` = 1.97533, `000000903_lnorm` = 1.08147, `000000904_lnorm` = 1.12325, `000000905_lnorm` = 1.646, `000000906_lnorm` = 0.996106, `000000907_lnorm` = 3.10322, `000000908_lnorm` = 1.11549, `000000909_lnorm` = 1.86724, `000000910_lnorm` = 1.93593, `000000911_lnorm` = 0.86112, `000000912_lnorm` = 2.97445, `000000913_lnorm` = 2.62286, `000000914_lnorm` = 3.12933, `000000915_lnorm` = 1.27296, `000000916_lnorm` = 1.42102, `000000917_lnorm` = 1.6307, `000000918_lnorm` = 3.45913, diff --git a/tests/testthat/_snaps/hc/hc_cis_level08.csv b/tests/testthat/_snaps/hc/hc_cis_level08.csv index b3a66798..e8093cdb 100644 --- a/tests/testthat/_snaps/hc/hc_cis_level08.csv +++ b/tests/testthat/_snaps/hc/hc_cis_level08.csv @@ -16,7 +16,7 @@ average,0.05,1.68118,0.682856,1.11342,2.76013,1,parametric,1000,1,"c(`000000001_ `000000253_lnorm` = 0.957097, `000000254_lnorm` = 1.71972, `000000255_lnorm` = 1.246, `000000256_lnorm` = 1.64064, `000000257_lnorm` = 1.85754, `000000258_lnorm` = 2.32517, `000000259_lnorm` = 1.53654, `000000260_lnorm` = 4.93482, `000000261_lnorm` = 2.92566, `000000262_lnorm` = 1.80187, `000000263_lnorm` = 1.30003, `000000264_lnorm` = 3.32539, `000000265_lnorm` = 1.00911, `000000266_lnorm` = 1.3714, `000000267_lnorm` = 1.49066, `000000268_lnorm` = 1.16181, `000000269_lnorm` = 2.17011, `000000270_lnorm` = 1.93628, `000000271_lnorm` = 1.93382, `000000272_lnorm` = 1.56229, `000000273_lnorm` = 1.934, `000000274_lnorm` = 1.48945, `000000275_lnorm` = 1.5608, `000000276_lnorm` = 2.76426, `000000277_lnorm` = 1.41112, `000000278_lnorm` = 3.0299, `000000279_lnorm` = 1.20218, `000000280_lnorm` = 1.17921, `000000281_lnorm` = 3.31634, `000000282_lnorm` = 2.2934, `000000283_lnorm` = 1.75066, `000000284_lnorm` = 2.23803, `000000285_lnorm` = 1.73284, `000000286_lnorm` = 2.27553, `000000287_lnorm` = 1.06919, `000000288_lnorm` = 2.22348, `000000289_lnorm` = 1.43162, `000000290_lnorm` = 2.38861, `000000291_lnorm` = 1.9776, `000000292_lnorm` = 1.75615, `000000293_lnorm` = 1.51279, `000000294_lnorm` = 4.17684, `000000295_lnorm` = 1.10022, `000000296_lnorm` = 3.42715, `000000297_lnorm` = 1.28569, `000000298_lnorm` = 1.91589, `000000299_lnorm` = 1.14508, `000000300_lnorm` = 1.36318, `000000301_lnorm` = 1.23333, `000000302_lnorm` = 1.07115, `000000303_lnorm` = 1.85, `000000304_lnorm` = 2.22285, `000000305_lnorm` = 1.22099, `000000306_lnorm` = 0.769899, -`000000307_lnorm` = 2.26783, `000000308_lnorm` = 2.76718, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.7925, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.49481, `000000315_lnorm` = 2.28877, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49334, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97667, `000000320_lnorm` = 2.11936, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93249, +`000000307_lnorm` = 2.26783, `000000308_lnorm` = 2.76718, `000000309_lnorm` = 2.80311, `000000310_lnorm` = 1.7925, `000000311_lnorm` = 1.50201, `000000312_lnorm` = 2.33447, `000000313_lnorm` = 1.51844, `000000314_lnorm` = 1.49481, `000000315_lnorm` = 2.28878, `000000316_lnorm` = 2.50457, `000000317_lnorm` = 1.49334, `000000318_lnorm` = 1.2303, `000000319_lnorm` = 2.97667, `000000320_lnorm` = 2.11936, `000000321_lnorm` = 1.49001, `000000322_lnorm` = 1.68884, `000000323_lnorm` = 1.43209, `000000324_lnorm` = 1.93249, `000000325_lnorm` = 1.48784, `000000326_lnorm` = 2.98808, `000000327_lnorm` = 2.30993, `000000328_lnorm` = 2.99877, `000000329_lnorm` = 1.741, `000000330_lnorm` = 1.88757, `000000331_lnorm` = 2.04144, `000000332_lnorm` = 1.25144, `000000333_lnorm` = 1.57907, `000000334_lnorm` = 1.00788, `000000335_lnorm` = 1.2126, `000000336_lnorm` = 1.9552, `000000337_lnorm` = 2.82747, `000000338_lnorm` = 1.90187, `000000339_lnorm` = 1.42327, `000000340_lnorm` = 1.43656, `000000341_lnorm` = 1.09695, `000000342_lnorm` = 1.33248, `000000343_lnorm` = 1.19027, `000000344_lnorm` = 1.97184, `000000345_lnorm` = 1.77387, `000000346_lnorm` = 1.07525, `000000347_lnorm` = 2.13797, `000000348_lnorm` = 2.16009, `000000349_lnorm` = 2.2232, `000000350_lnorm` = 2.71378, `000000351_lnorm` = 1.83288, `000000352_lnorm` = 2.48059, `000000353_lnorm` = 1.04259, `000000354_lnorm` = 1.55659, `000000355_lnorm` = 2.4289, `000000356_lnorm` = 3.13694, `000000357_lnorm` = 1.00274, `000000358_lnorm` = 1.32141, `000000359_lnorm` = 1.9265, `000000360_lnorm` = 1.34318, `000000361_lnorm` = 1.42568, `000000362_lnorm` = 1.01439, `000000363_lnorm` = 1.49849, `000000364_lnorm` = 2.22677, `000000365_lnorm` = 1.62129, `000000366_lnorm` = 2.04696, `000000367_lnorm` = 1.18602, `000000368_lnorm` = 1.20377, `000000369_lnorm` = 1.2206, `000000370_lnorm` = 1.90947, `000000371_lnorm` = 1.13543, `000000372_lnorm` = 1.6593, `000000373_lnorm` = 1.46798, `000000374_lnorm` = 1.57448, `000000375_lnorm` = 1.85693, `000000376_lnorm` = 1.4851, `000000377_lnorm` = 1.42378, `000000378_lnorm` = 1.59598, @@ -46,7 +46,7 @@ average,0.05,1.68118,0.682856,1.11342,2.76013,1,parametric,1000,1,"c(`000000001_ `000000793_lnorm` = 1.38939, `000000794_lnorm` = 1.73823, `000000795_lnorm` = 1.93236, `000000796_lnorm` = 2.27247, `000000797_lnorm` = 1.9506, `000000798_lnorm` = 2.79071, `000000799_lnorm` = 1.85945, `000000800_lnorm` = 1.697, `000000801_lnorm` = 1.20041, `000000802_lnorm` = 2.30994, `000000803_lnorm` = 2.28004, `000000804_lnorm` = 2.12277, `000000805_lnorm` = 1.40852, `000000806_lnorm` = 2.70247, `000000807_lnorm` = 0.952191, `000000808_lnorm` = 1.76159, `000000809_lnorm` = 1.55078, `000000810_lnorm` = 1.46163, `000000811_lnorm` = 2.11149, `000000812_lnorm` = 1.11352, `000000813_lnorm` = 2.7389, `000000814_lnorm` = 1.51083, `000000815_lnorm` = 1.2664, `000000816_lnorm` = 1.60513, `000000817_lnorm` = 1.05833, `000000818_lnorm` = 1.68812, `000000819_lnorm` = 2.66027, `000000820_lnorm` = 1.65418, `000000821_lnorm` = 1.08778, `000000822_lnorm` = 1.33578, `000000823_lnorm` = 1.09943, `000000824_lnorm` = 1.50982, `000000825_lnorm` = 1.619, `000000826_lnorm` = 2.30469, `000000827_lnorm` = 0.855125, `000000828_lnorm` = 2.42884, `000000829_lnorm` = 1.38089, `000000830_lnorm` = 4.4522, `000000831_lnorm` = 1.66964, `000000832_lnorm` = 1.85568, `000000833_lnorm` = 1.08886, `000000834_lnorm` = 0.921413, `000000835_lnorm` = 1.46622, `000000836_lnorm` = 2.73844, `000000837_lnorm` = 1.58314, `000000838_lnorm` = 1.38034, `000000839_lnorm` = 4.41954, `000000840_lnorm` = 0.943256, `000000841_lnorm` = 2.27984, `000000842_lnorm` = 0.912846, `000000843_lnorm` = 3.55196, `000000844_lnorm` = 1.1334, `000000845_lnorm` = 1.32162, `000000846_lnorm` = 1.15393, -`000000847_lnorm` = 1.98562, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42929, `000000851_lnorm` = 4.14374, `000000852_lnorm` = 1.43422, `000000853_lnorm` = 1.86874, `000000854_lnorm` = 2.12603, `000000855_lnorm` = 1.61319, `000000856_lnorm` = 2.90886, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36495, `000000860_lnorm` = 1.34749, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52777, `000000863_lnorm` = 0.600719, `000000864_lnorm` = 1.09026, +`000000847_lnorm` = 1.98562, `000000848_lnorm` = 2.20511, `000000849_lnorm` = 1.54514, `000000850_lnorm` = 2.42929, `000000851_lnorm` = 4.14374, `000000852_lnorm` = 1.43422, `000000853_lnorm` = 1.86874, `000000854_lnorm` = 2.12603, `000000855_lnorm` = 1.61319, `000000856_lnorm` = 2.90886, `000000857_lnorm` = 1.78374, `000000858_lnorm` = 2.71821, `000000859_lnorm` = 2.36495, `000000860_lnorm` = 1.34749, `000000861_lnorm` = 2.34658, `000000862_lnorm` = 1.52777, `000000863_lnorm` = 0.600718, `000000864_lnorm` = 1.09026, `000000865_lnorm` = 2.03663, `000000866_lnorm` = 1.49139, `000000867_lnorm` = 1.12194, `000000868_lnorm` = 1.07614, `000000869_lnorm` = 1.8528, `000000870_lnorm` = 2.95831, `000000871_lnorm` = 2.98388, `000000872_lnorm` = 2.99172, `000000873_lnorm` = 2.63005, `000000874_lnorm` = 2.71377, `000000875_lnorm` = 2.88341, `000000876_lnorm` = 1.53379, `000000877_lnorm` = 1.38716, `000000878_lnorm` = 1.82626, `000000879_lnorm` = 2.14879, `000000880_lnorm` = 1.45224, `000000881_lnorm` = 2.03255, `000000882_lnorm` = 1.23025, `000000883_lnorm` = 4.04123, `000000884_lnorm` = 1.87984, `000000885_lnorm` = 0.920501, `000000886_lnorm` = 1.39447, `000000887_lnorm` = 2.25379, `000000888_lnorm` = 1.17532, `000000889_lnorm` = 1.54539, `000000890_lnorm` = 1.16774, `000000891_lnorm` = 1.62573, `000000892_lnorm` = 0.973674, `000000893_lnorm` = 1.10345, `000000894_lnorm` = 1.55087, `000000895_lnorm` = 1.43027, `000000896_lnorm` = 0.962508, `000000897_lnorm` = 2.10172, `000000898_lnorm` = 1.45381, `000000899_lnorm` = 2.50912, `000000900_lnorm` = 0.829115, `000000901_lnorm` = 1.49204, `000000902_lnorm` = 1.97533, `000000903_lnorm` = 1.08147, `000000904_lnorm` = 1.12325, `000000905_lnorm` = 1.646, `000000906_lnorm` = 0.996106, `000000907_lnorm` = 3.10322, `000000908_lnorm` = 1.11549, `000000909_lnorm` = 1.86724, `000000910_lnorm` = 1.93593, `000000911_lnorm` = 0.86112, `000000912_lnorm` = 2.97445, `000000913_lnorm` = 2.62286, `000000914_lnorm` = 3.12933, `000000915_lnorm` = 1.27296, `000000916_lnorm` = 1.42102, `000000917_lnorm` = 1.6307, `000000918_lnorm` = 3.45913, diff --git a/tests/testthat/_snaps/hc/partialeftfull.csv b/tests/testthat/_snaps/hc/partialeftfull.csv index bf2d067a..fc19803e 100644 --- a/tests/testthat/_snaps/hc/partialeftfull.csv +++ b/tests/testthat/_snaps/hc/partialeftfull.csv @@ -1,2 +1,2 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -lnorm,0.05,1.83148,0.798459,0.945173,3.2476,1,parametric,10,1,numeric(0) +lnorm,0.05,1.83148,0.798458,0.945173,3.2476,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/predict/pred_cis.csv b/tests/testthat/_snaps/predict/pred_cis.csv index 731271e0..82be1a8f 100644 --- a/tests/testthat/_snaps/predict/pred_cis.csv +++ b/tests/testthat/_snaps/predict/pred_cis.csv @@ -90,11 +90,11 @@ average,0.88,53.0729,13.2196,37.4577,76.0711,1,parametric,10,1,numeric(0) average,0.89,55.7779,14.1741,39.1039,80.5633,1,parametric,10,1,numeric(0) average,0.9,58.8136,15.2974,40.9198,85.7395,1,parametric,10,1,numeric(0) average,0.91,62.2636,16.6457,42.9533,91.7803,1,parametric,10,1,numeric(0) -average,0.92,66.2464,18.3046,45.2624,98.9849,1,parametric,10,1,numeric(0) +average,0.92,66.2464,18.3047,45.2624,98.9849,1,parametric,10,1,numeric(0) average,0.93,70.9363,20.4117,47.8675,107.823,1,parametric,10,1,numeric(0) average,0.94,76.6047,23.2033,50.8284,119.092,1,parametric,10,1,numeric(0) average,0.95,83.7044,27.1235,54.4206,134.268,1,parametric,10,1,numeric(0) -average,0.96,93.067,33.1167,58.9674,156.395,1,parametric,10,1,numeric(0) +average,0.96,93.067,33.1168,58.9674,156.395,1,parametric,10,1,numeric(0) average,0.97,106.456,43.5908,65.1123,192.96,1,parametric,10,1,numeric(0) average,0.98,128.602,66.8453,74.431,268.383,1,parametric,10,1,numeric(0) average,0.99,180.146,156.616,92.7806,534.267,1,parametric,10,1,numeric(0) diff --git a/tests/testthat/_snaps/weibull/hc_anona.csv b/tests/testthat/_snaps/weibull/hc_anona.csv index 62585ca2..646875e9 100644 --- a/tests/testthat/_snaps/weibull/hc_anona.csv +++ b/tests/testthat/_snaps/weibull/hc_anona.csv @@ -1,5 +1,5 @@ dist,proportion,est,se,lcl,ucl,wt,method,nboot,pboot,samples -average,0.05,6.42593,15.7252,0.700779,53.8366,1,parametric,1000,1,"c(`000000001_weibull` = 19.5331, `000000002_weibull` = 3.50237, `000000003_weibull` = 4.40539, `000000004_weibull` = 8.44417, `000000005_weibull` = 40.9936, `000000006_weibull` = 17.6807, `000000007_weibull` = 5.57319, `000000008_weibull` = 43.9998, `000000009_weibull` = 2.57976, `000000010_weibull` = 5.23002, `000000011_weibull` = 8.07911, `000000012_weibull` = 5.01415, `000000013_weibull` = 4.07884, `000000014_weibull` = 3.04445, `000000015_weibull` = 6.10087, `000000016_weibull` = 2.21552, `000000017_weibull` = 14.4184, +average,0.05,6.42593,15.7252,0.700779,53.8366,1,parametric,1000,1,"c(`000000001_weibull` = 19.5331, `000000002_weibull` = 3.50237, `000000003_weibull` = 4.40539, `000000004_weibull` = 8.44417, `000000005_weibull` = 40.9936, `000000006_weibull` = 17.6807, `000000007_weibull` = 5.57319, `000000008_weibull` = 43.9998, `000000009_weibull` = 2.57976, `000000010_weibull` = 5.23002, `000000011_weibull` = 8.07911, `000000012_weibull` = 5.01415, `000000013_weibull` = 4.07884, `000000014_weibull` = 3.04445, `000000015_weibull` = 6.10087, `000000016_weibull` = 2.21551, `000000017_weibull` = 14.4184, `000000018_weibull` = 19.3822, `000000019_weibull` = 8.63474, `000000020_weibull` = 8.64451, `000000021_weibull` = 3.8992, `000000022_weibull` = 15.5584, `000000023_weibull` = 9.03457, `000000024_weibull` = 1.29008, `000000025_weibull` = 22.3785, `000000026_weibull` = 24.1325, `000000027_weibull` = 3.70208, `000000028_weibull` = 11.4905, `000000029_weibull` = 40.4752, `000000030_weibull` = 26.3224, `000000031_weibull` = 22.5898, `000000032_weibull` = 35.578, `000000033_weibull` = 0.763847, `000000034_weibull` = 6.62819, `000000035_weibull` = 5.91055, `000000036_weibull` = 7.85492, `000000037_weibull` = 16.9274, `000000038_weibull` = 13.8314, `000000039_weibull` = 3.60487, `000000040_weibull` = 2.39172, `000000041_weibull` = 7.35896, `000000042_weibull` = 15.659, `000000043_weibull` = 75.3306, `000000044_weibull` = 26.3684, `000000045_weibull` = 22.3269, `000000046_weibull` = 33.0258, `000000047_weibull` = 10.0165, `000000048_weibull` = 2.14456, `000000049_weibull` = 2.60983, `000000050_weibull` = 5.91748, `000000051_weibull` = 16.2137, `000000052_weibull` = 2.84679, `000000053_weibull` = 86.756, `000000054_weibull` = 7.54035, `000000055_weibull` = 3.97361, `000000056_weibull` = 46.5391, `000000057_weibull` = 1.13562, `000000058_weibull` = 9.83459, `000000059_weibull` = 25.256, `000000060_weibull` = 28.5201, `000000061_weibull` = 2.29067, `000000062_weibull` = 2.89851, `000000063_weibull` = 13.054, `000000064_weibull` = 6.09376, `000000065_weibull` = 8.04456, `000000066_weibull` = 6.73045, `000000067_weibull` = 42.9916, `000000068_weibull` = 9.31959, @@ -9,7 +9,7 @@ average,0.05,6.42593,15.7252,0.700779,53.8366,1,parametric,1000,1,"c(`000000001_ `000000120_weibull` = 4.44526, `000000121_weibull` = 2.98823, `000000122_weibull` = 7.56639, `000000123_weibull` = 26.8841, `000000124_weibull` = 9.39364, `000000125_weibull` = 13.0359, `000000126_weibull` = 5.72898, `000000127_weibull` = 8.1963, `000000128_weibull` = 21.5161, `000000129_weibull` = 4.52517, `000000130_weibull` = 6.24429, `000000131_weibull` = 1.58898, `000000132_weibull` = 8.30927, `000000133_weibull` = 5.38344, `000000134_weibull` = 10.1527, `000000135_weibull` = 5.81332, `000000136_weibull` = 0.536, `000000137_weibull` = 1.29951, `000000138_weibull` = 70.4598, `000000139_weibull` = 4.5218, `000000140_weibull` = 21.6146, `000000141_weibull` = 3.35853, `000000142_weibull` = 16.6267, `000000143_weibull` = 6.14599, `000000144_weibull` = 9.08013, `000000145_weibull` = 1.86929, `000000146_weibull` = 0.223709, `000000147_weibull` = 2.16602, `000000148_weibull` = 6.83188, `000000149_weibull` = 8.64161, `000000150_weibull` = 10.0088, `000000151_weibull` = 9.28437, `000000152_weibull` = 0.340506, `000000153_weibull` = 10.6452, `000000154_weibull` = 6.50586, `000000155_weibull` = 28.2793, `000000156_weibull` = 3.38084, `000000157_weibull` = 40.4067, `000000158_weibull` = 5.30406, `000000159_weibull` = 11.2295, `000000160_weibull` = 9.52455, `000000161_weibull` = 4.97173, `000000162_weibull` = 2.37949, `000000163_weibull` = 7.09773, `000000164_weibull` = 17.0816, `000000165_weibull` = 14.4958, `000000166_weibull` = 2.64117, `000000167_weibull` = 7.71315, `000000168_weibull` = 3.82515, `000000169_weibull` = 15.1812, `000000170_weibull` = 30.7656, -`000000171_weibull` = 92.2867, `000000172_weibull` = 63.871, `000000173_weibull` = 24.312, `000000174_weibull` = 0.712989, `000000175_weibull` = 9.70749, `000000176_weibull` = 6.05038, `000000177_weibull` = 7.88639, `000000178_weibull` = 4.43079, `000000179_weibull` = 13.4615, `000000180_weibull` = 9.501, `000000181_weibull` = 38.8943, `000000182_weibull` = 11.0954, `000000183_weibull` = 9.27304, `000000184_weibull` = 4.25854, `000000185_weibull` = 93.3952, `000000186_weibull` = 15.5652, `000000187_weibull` = 39.1772, +`000000171_weibull` = 92.2867, `000000172_weibull` = 63.871, `000000173_weibull` = 24.312, `000000174_weibull` = 0.712989, `000000175_weibull` = 9.70749, `000000176_weibull` = 6.05038, `000000177_weibull` = 7.88639, `000000178_weibull` = 4.43079, `000000179_weibull` = 13.4615, `000000180_weibull` = 9.501, `000000181_weibull` = 38.8943, `000000182_weibull` = 11.0954, `000000183_weibull` = 9.27302, `000000184_weibull` = 4.25854, `000000185_weibull` = 93.3952, `000000186_weibull` = 15.5652, `000000187_weibull` = 39.1772, `000000188_weibull` = 26.6589, `000000189_weibull` = 11.7129, `000000190_weibull` = 1.55133, `000000191_weibull` = 17.8172, `000000192_weibull` = 3.16555, `000000193_weibull` = 1.09582, `000000194_weibull` = 0.888257, `000000195_weibull` = 2.11508, `000000196_weibull` = 10.838, `000000197_weibull` = 3.27186, `000000198_weibull` = 22.6642, `000000199_weibull` = 0.621174, `000000200_weibull` = 5.66405, `000000201_weibull` = 5.161, `000000202_weibull` = 9.22598, `000000203_weibull` = 5.47799, `000000204_weibull` = 30.7631, `000000205_weibull` = 22.0846, `000000206_weibull` = 7.74121, `000000207_weibull` = 51.2734, `000000208_weibull` = 26.0558, `000000209_weibull` = 11.8084, `000000210_weibull` = 25.3367, `000000211_weibull` = 1.47333, `000000212_weibull` = 5.2519, `000000213_weibull` = 2.78534, `000000214_weibull` = 11.5703, `000000215_weibull` = 3.51625, `000000216_weibull` = 3.49188, `000000217_weibull` = 28.7613, `000000218_weibull` = 7.91703, `000000219_weibull` = 10.5716, `000000220_weibull` = 4.28306, `000000221_weibull` = 11.8531, `000000222_weibull` = 7.44154, `000000223_weibull` = 3.765, `000000224_weibull` = 14.7505, `000000225_weibull` = 19.7469, `000000226_weibull` = 86.9182, `000000227_weibull` = 7.47854, `000000228_weibull` = 3.75788, `000000229_weibull` = 43.5514, `000000230_weibull` = 2.74848, `000000231_weibull` = 52.9375, `000000232_weibull` = 9.81075, `000000233_weibull` = 1.98022, `000000234_weibull` = 11.5546, `000000235_weibull` = 1.3808, `000000236_weibull` = 3.58995, `000000237_weibull` = 13.5264, `000000238_weibull` = 19.9423, @@ -40,9 +40,9 @@ average,0.05,6.42593,15.7252,0.700779,53.8366,1,parametric,1000,1,"c(`000000001_ `000000647_weibull` = 2.60604, `000000648_weibull` = 7.44617, `000000649_weibull` = 19.6147, `000000650_weibull` = 6.01965, `000000651_weibull` = 1.1712, `000000652_weibull` = 2.61556, `000000653_weibull` = 15.1736, `000000654_weibull` = 3.53789, `000000655_weibull` = 2.01071, `000000656_weibull` = 7.14453, `000000657_weibull` = 73.5397, `000000658_weibull` = 4.80654, `000000659_weibull` = 14.6031, `000000660_weibull` = 12.6076, `000000661_weibull` = 10.1935, `000000662_weibull` = 3.97837, `000000663_weibull` = 3.30814, `000000664_weibull` = 1.6816, `000000665_weibull` = 8.13837, `000000666_weibull` = 3.67347, `000000667_weibull` = 13.284, `000000668_weibull` = 16.4613, `000000669_weibull` = 0.623811, `000000670_weibull` = 4.89493, `000000671_weibull` = 7.08077, `000000672_weibull` = 43.5005, `000000673_weibull` = 7.4239, `000000674_weibull` = 7.0047, `000000675_weibull` = 23.4011, `000000676_weibull` = 28.0393, `000000677_weibull` = 2.98204, `000000678_weibull` = 14.4043, `000000679_weibull` = 6.58211, `000000680_weibull` = 23.3226, `000000681_weibull` = 36.596, `000000682_weibull` = 17.0606, `000000683_weibull` = 6.7984, `000000684_weibull` = 9.2242, `000000685_weibull` = 15.4452, `000000686_weibull` = 0.821804, `000000687_weibull` = 6.42025, `000000688_weibull` = 13.6097, `000000689_weibull` = 19.5224, `000000690_weibull` = 9.93553, `000000691_weibull` = 9, `000000692_weibull` = 10.1461, `000000693_weibull` = 13.122, `000000694_weibull` = 6.38611, `000000695_weibull` = 17.9711, `000000696_weibull` = 1.08286, `000000697_weibull` = 8.59671, -`000000698_weibull` = 4.30025, `000000699_weibull` = 9.57069, `000000700_weibull` = 0.438171, `000000701_weibull` = 7.41393, `000000702_weibull` = 56.4948, `000000703_weibull` = 1.06607, `000000704_weibull` = 8.62138, `000000705_weibull` = 24.0734, `000000706_weibull` = 1.95334, `000000707_weibull` = 2.0732, `000000708_weibull` = 39.2267, `000000709_weibull` = 8.00883, `000000710_weibull` = 20.4688, `000000711_weibull` = 13.4883, `000000712_weibull` = 1.61293, `000000713_weibull` = 0.451758, `000000714_weibull` = 6.71567, +`000000698_weibull` = 4.30025, `000000699_weibull` = 9.57069, `000000700_weibull` = 0.438171, `000000701_weibull` = 7.41393, `000000702_weibull` = 56.4949, `000000703_weibull` = 1.06607, `000000704_weibull` = 8.62138, `000000705_weibull` = 24.0734, `000000706_weibull` = 1.95334, `000000707_weibull` = 2.0732, `000000708_weibull` = 39.2267, `000000709_weibull` = 8.00883, `000000710_weibull` = 20.4688, `000000711_weibull` = 13.4883, `000000712_weibull` = 1.61293, `000000713_weibull` = 0.451758, `000000714_weibull` = 6.71567, `000000715_weibull` = 9.29388, `000000716_weibull` = 8.7899, `000000717_weibull` = 1.88459, `000000718_weibull` = 15.6741, `000000719_weibull` = 13.5505, `000000720_weibull` = 1.44377, `000000721_weibull` = 33.0385, `000000722_weibull` = 2.14696, `000000723_weibull` = 2.71093, `000000724_weibull` = 9.36616, `000000725_weibull` = 16.8236, `000000726_weibull` = 10.5243, `000000727_weibull` = 1.62647, `000000728_weibull` = 1.49607, `000000729_weibull` = 7.4276, `000000730_weibull` = 27.0418, `000000731_weibull` = 17.4308, -`000000732_weibull` = 3.35695, `000000733_weibull` = 26.041, `000000734_weibull` = 0.89897, `000000735_weibull` = 1.17058, `000000736_weibull` = 1.52257, `000000737_weibull` = 6.04379, `000000738_weibull` = 27.2462, `000000739_weibull` = 6.00222, `000000740_weibull` = 4.53184, `000000741_weibull` = 2.96897, `000000742_weibull` = 31.6336, `000000743_weibull` = 11.9778, `000000744_weibull` = 9.00836, `000000745_weibull` = 20.5272, `000000746_weibull` = 7.58279, `000000747_weibull` = 8.17714, `000000748_weibull` = 76.374, +`000000732_weibull` = 3.35695, `000000733_weibull` = 26.041, `000000734_weibull` = 0.89897, `000000735_weibull` = 1.17058, `000000736_weibull` = 1.52257, `000000737_weibull` = 6.0438, `000000738_weibull` = 27.2462, `000000739_weibull` = 6.00222, `000000740_weibull` = 4.53184, `000000741_weibull` = 2.96897, `000000742_weibull` = 31.6336, `000000743_weibull` = 11.9778, `000000744_weibull` = 9.00836, `000000745_weibull` = 20.5272, `000000746_weibull` = 7.58279, `000000747_weibull` = 8.17714, `000000748_weibull` = 76.374, `000000749_weibull` = 42.0792, `000000750_weibull` = 16.0415, `000000751_weibull` = 12.324, `000000752_weibull` = 9.68108, `000000753_weibull` = 1.47791, `000000754_weibull` = 5.09777, `000000755_weibull` = 1.80216, `000000756_weibull` = 0.538356, `000000757_weibull` = 1.40222, `000000758_weibull` = 6.7286, `000000759_weibull` = 9.69449, `000000760_weibull` = 6.86486, `000000761_weibull` = 33.397, `000000762_weibull` = 5.53447, `000000763_weibull` = 5.52698, `000000764_weibull` = 8.51302, `000000765_weibull` = 23.3549, `000000766_weibull` = 16.0331, `000000767_weibull` = 39.0041, `000000768_weibull` = 19.1596, `000000769_weibull` = 23.9332, `000000770_weibull` = 9.24828, `000000771_weibull` = 4.96577, `000000772_weibull` = 29.5363, `000000773_weibull` = 5.6763, `000000774_weibull` = 5.08218, `000000775_weibull` = 13.4413, `000000776_weibull` = 9.30593, `000000777_weibull` = 4.34439, `000000778_weibull` = 0.241665, `000000779_weibull` = 3.9396, `000000780_weibull` = 5.11002, `000000781_weibull` = 14.4892, `000000782_weibull` = 5.86105, `000000783_weibull` = 24.1607, `000000784_weibull` = 12.3159, `000000785_weibull` = 2.30014, `000000786_weibull` = 7.50377, `000000787_weibull` = 2.54884, `000000788_weibull` = 23.4568, `000000789_weibull` = 4.75188, `000000790_weibull` = 13.9528, `000000791_weibull` = 1.848, `000000792_weibull` = 16.6305, `000000793_weibull` = 5.42751, `000000794_weibull` = 1.45093, `000000795_weibull` = 10.8402, `000000796_weibull` = 7.97346, `000000797_weibull` = 3.88768, `000000798_weibull` = 1.27946, `000000799_weibull` = 0.667591, From fe51d0632549055ff9c922e83b403ac2b0cdce48 Mon Sep 17 00:00:00 2001 From: Joe Thorley Date: Mon, 9 Sep 2024 19:24:46 -0700 Subject: [PATCH 48/76] - Increase starting deviation in lnorm parameters from 0.1% to 1%. --- R/lnorm.R | 4 +- tests/testthat/_snaps/autoplot/autoplot.png | Bin 29313 -> 29313 bytes .../testthat/_snaps/autoplot/autoplot_new.png | Bin 28628 -> 28626 bytes .../_snaps/autoplot/autoplot_rescale.png | Bin 28632 -> 28627 bytes tests/testthat/_snaps/bcanz/hc_chloride.csv | 6 +- tests/testthat/_snaps/bcanz/hp_chloride.csv | 2 +- tests/testthat/_snaps/coef/coef.csv | 12 +- tests/testthat/_snaps/data/boron_stable.csv | 12 +- tests/testthat/_snaps/estimates.md | 28 +- tests/testthat/_snaps/fit/min_pmix5.csv | 10 +- tests/testthat/_snaps/fit/min_pmix_05.csv | 8 +- tests/testthat/_snaps/fit/tidy_pmix0.csv | 10 +- .../_snaps/fit/tidy_stable_anon_e.csv | 14 +- .../_snaps/fit/tidy_stable_computable.csv | 14 +- .../_snaps/fit/tidy_stable_rescale.csv | 14 +- tests/testthat/_snaps/gof/gof.csv | 4 +- tests/testthat/_snaps/gof/gof_statistic.csv | 4 +- tests/testthat/_snaps/hc/censored_5ll.csv | 2 +- tests/testthat/_snaps/hc/censored_each.csv | 2 +- tests/testthat/_snaps/hc/fullyleft.csv | 2 +- tests/testthat/_snaps/hc/hc.csv | 4 +- tests/testthat/_snaps/hc/hc138.csv | 4 +- tests/testthat/_snaps/hc/hc153.csv | 92 +- tests/testthat/_snaps/hc/hc161.csv | 92 +- tests/testthat/_snaps/hc/hc168.csv | 4 +- tests/testthat/_snaps/hc/hc_1.csv | 2 +- tests/testthat/_snaps/hc/hc_30.csv | 2 +- tests/testthat/_snaps/hc/hc_boot1_replace.csv | 24 +- tests/testthat/_snaps/hc/hc_boot2_replace.csv | 26 +- tests/testthat/_snaps/hc/hc_cis.csv | 112 +- .../testthat/_snaps/hc/hc_cis_chloride50.csv | 2 +- tests/testthat/_snaps/hc/hc_cis_level08.csv | 112 +- tests/testthat/_snaps/hc/hc_fix.csv | 12 +- tests/testthat/_snaps/hc/hc_fixmulti.csv | 24 +- tests/testthat/_snaps/hc/hc_save_to.csv | 2 +- tests/testthat/_snaps/hc/hc_save_to1.csv | 2 +- tests/testthat/_snaps/hc/hc_save_to11.csv | 2 +- .../_snaps/hc/hc_save_to1_not_multi.csv | 2 +- .../hc/hc_save_to1_not_multi_default.csv | 2 +- .../_snaps/hc/hc_save_to1_rescale.csv | 2 +- tests/testthat/_snaps/hc/hc_save_to1data.csv | 2 +- .../_snaps/hc/hc_save_to_not_multi.csv | 2 +- .../hc/hc_save_to_not_multi_default.csv | 2 +- .../testthat/_snaps/hc/hc_save_to_rescale.csv | 2 +- tests/testthat/_snaps/hc/hc_unfix.csv | 12 +- tests/testthat/_snaps/hc/hc_unfixmulti.csv | 24 +- tests/testthat/_snaps/hc/hc_unweighted2.csv | 6 +- tests/testthat/_snaps/hc/hc_weighted2.csv | 2 +- .../_snaps/hc/hc_weighted_samples.csv | 2 +- tests/testthat/_snaps/hc/hcici.csv | 2 +- tests/testthat/_snaps/hc/hcici_multi.csv | 2 +- tests/testthat/_snaps/hp/hc_fix.csv | 12 +- tests/testthat/_snaps/hp/hc_unfix.csv | 12 +- tests/testthat/_snaps/hp/hp.csv | 4 +- tests/testthat/_snaps/hp/hp106.csv | 2 +- tests/testthat/_snaps/hp/hp114.csv | 4 +- tests/testthat/_snaps/hp/hp81.csv | 2 +- tests/testthat/_snaps/hp/hp89.csv | 4 +- tests/testthat/_snaps/hp/hp98.csv | 2 +- tests/testthat/_snaps/hp/hp_1.csv | 2 +- tests/testthat/_snaps/hp/hp_30.csv | 14 +- tests/testthat/_snaps/hp/hp_unweighted2.csv | 6 +- tests/testthat/_snaps/hp/hp_weighted2.csv | 2 +- tests/testthat/_snaps/plot-cdf/fits.png | Bin 33113 -> 33118 bytes .../testthat/_snaps/plot-cdf/fits_average.png | Bin 22654 -> 22643 bytes .../_snaps/plot-cdf/fits_average_na.png | Bin 34116 -> 34112 bytes tests/testthat/_snaps/plot-cdf/fits_delta.png | Bin 38579 -> 38578 bytes .../testthat/_snaps/plot-cdf/fits_rescale.png | Bin 33096 -> 33098 bytes tests/testthat/_snaps/predict/ave5.csv | 2 +- tests/testthat/_snaps/predict/multi5.csv | 2 +- tests/testthat/_snaps/predict/pred_cis.csv | 198 +-- tests/testthat/_snaps/predict/pred_dists.csv | 44 +- .../_snaps/predict/pred_notaverage.csv | 284 ++-- tests/testthat/_snaps/print.md | 12 +- .../testthat/_snaps/schwarz-tillmans/gof.csv | 2 +- tests/testthat/_snaps/schwarz-tillmans/hc.csv | 2 +- tests/testthat/_snaps/tidy/tidy.csv | 12 +- tests/testthat/_snaps/weighted/hc2.csv | 2 +- tests/testthat/_snaps/weighted/hcall.csv | 2 +- tests/testthat/_snaps/zzz-unstable.md | 187 --- .../zzz-unstable/boron_cens_pred_ribbon.png | Bin 27884 -> 0 bytes .../_snaps/zzz-unstable/geoms_all.png | Bin 19384 -> 0 bytes tests/testthat/_snaps/zzz-unstable/hc_err.csv | 2 - .../_snaps/zzz-unstable/hc_err_na.csv | 2 - .../_snaps/zzz-unstable/hc_nonpara.csv | 2 - .../zzz-unstable/hc_notallestimates.csv | 2 - .../testthat/_snaps/zzz-unstable/hc_para.csv | 2 - tests/testthat/_snaps/zzz-unstable/hp_err.csv | 2 - .../_snaps/zzz-unstable/hp_err_na.csv | 2 - .../_snaps/zzz-unstable/hp_nonpara.csv | 2 - .../testthat/_snaps/zzz-unstable/hp_para.csv | 2 - .../_snaps/zzz-unstable/plot_anonb.png | Bin 21022 -> 0 bytes .../_snaps/zzz-unstable/tidy_anonb.csv | 6 - .../zzz-unstable/tidy_gamma_unstable.csv | 5 - .../zzz-unstable/tidy_lnorm_lnorm_uni1000.csv | 6 - .../tidy_lnorm_lnorm_uni1000_3n.csv | 6 - tests/testthat/test-exposure.R | 4 +- tests/testthat/test-fit.R | 4 +- tests/testthat/test-hc-root.R | 12 +- tests/testthat/test-hc.R | 6 +- tests/testthat/test-hp-root.R | 4 +- tests/testthat/test-hp.R | 18 +- tests/testthat/test-multi.R | 18 +- tests/testthat/test-zzz-unstable.R | 1167 ----------------- 104 files changed, 712 insertions(+), 2107 deletions(-) delete mode 100644 tests/testthat/_snaps/zzz-unstable.md delete mode 100644 tests/testthat/_snaps/zzz-unstable/boron_cens_pred_ribbon.png delete mode 100644 tests/testthat/_snaps/zzz-unstable/geoms_all.png delete mode 100644 tests/testthat/_snaps/zzz-unstable/hc_err.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/hc_err_na.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/hc_nonpara.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/hc_notallestimates.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/hc_para.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/hp_err.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/hp_err_na.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/hp_nonpara.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/hp_para.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/plot_anonb.png delete mode 100644 tests/testthat/_snaps/zzz-unstable/tidy_anonb.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/tidy_gamma_unstable.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/tidy_lnorm_lnorm_uni1000.csv delete mode 100644 tests/testthat/_snaps/zzz-unstable/tidy_lnorm_lnorm_uni1000_3n.csv delete mode 100644 tests/testthat/test-zzz-unstable.R diff --git a/R/lnorm.R b/R/lnorm.R index ca0837ce..6ea4b448 100644 --- a/R/lnorm.R +++ b/R/lnorm.R @@ -63,8 +63,8 @@ slnorm <- function(data, pars = NULL) { x <- mean_weighted_values(data) list( - meanlog = mean(log(x), na.rm = TRUE) * (1 + 1e-3), - log_sdlog = log(sd(log(x), na.rm = TRUE)) * (1 - 1e-3) + meanlog = mean(log(x), na.rm = TRUE) * (1 + 1e-2), + log_sdlog = log(sd(log(x), na.rm = TRUE)) * (1 - 1e-2) ) } diff --git a/tests/testthat/_snaps/autoplot/autoplot.png b/tests/testthat/_snaps/autoplot/autoplot.png index 944703200e2553f6a7d1f05925c9cad565401393..655da055dc07f9f951946d79d9ca2219ef8b52b4 100644 GIT binary patch delta 28100 zcmZs@Wmr_*8#gL20z< z-r!=1dMLpMkcpv!#yx8eVO!n0HI(4ggMT)utB|W{KJ&KiqhTT2sD3ICle{mO4UV=Q zv?l}A9ofHi1b$3@1u=mC?z@JO*U~}~j7i?G%1sn0t*H2SccRd?CoDX?+7`CJGg_#j zs;U|j8*BLQ&(-0A?Lte(|Gt?a1yw-;e)Vmx)_gr$yD#U#~s; zLvT!7oc|9_bED-p?__pk#NJh#r4~XN85y_d$7@42f|$fa+7VAOmSJq*PJlbq0$Y?5 z%X+n4FL{PUM<*%z!Y*RtEXHzPe`z_Dyg2$t{QK$dosqFIyZf058o4luSuJ5IkFA)f zD4fT|4yE;5cXxNK7B}_+g;ZC?#9q-cA**_#j*gD)v~7g{{r#hEAY2!UXrZg*G8vo2 zCKYY_vkjSDs72wYTC?84!GJy!vFE49P51q3m0U@~)lOJoNJt3O)s<(y!4|drBWg)U zkvgM0^W%Hh1Fbn+NyWXwOrILk>qPV#i9U8z+5L0eDA|SlI$@<%@mu9_9vT;SoZJ-N z*C3FaHeM@-NEm<29;m1Q%8iKQNTP1RO=>+~$55b@$x@lhX^v5#m>%}iX}jMu!|P0D 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