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DESCRIPTION
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Package: uniCATE
Title: Univariate Conditional Average Treatment Effect Estimation
Version: 0.4.0
Authors@R: c(
person(given = "Philippe",
family = "Boileau",
role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-4850-2507")),
person(given = "Mark",
family = "van der Laan",
email = "[email protected]",
role = c("ctb", "ths"),
comment = c(ORCID = "0000-0003-1432-5511")),
person(given = "Sandrine",
family = "Dudoit",
email = "[email protected]",
role = c("ctb", "ths"),
comment = c(ORCID = "0000-0002-6069-8629")),
person(given = "Ning",
family = "Leng",
email = "[email protected]",
role = "ctb")
)
Description: uniCATE implements statistical inference procedures for variable
importance measures that assess the treatment effect modification
capabilities, and therefore predictiveness, of individual pre-treatment
biomarkers in high-dimensional randomized control trials.
License: Apache License (>= 2)
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
Suggests:
nnls,
Rsolnp,
speedglm,
polspline,
xgboost,
ranger,
testthat (>= 3.0.0),
knitr,
qpdf,
rmarkdown
Imports:
dplyr,
assertthat,
magrittr,
matrixStats,
origami,
purrr,
rlang,
sl3,
glmnet,
tibble,
future
Config/testthat/edition: 3
VignetteBuilder: knitr
Language: en-US
Remotes: tlverse/[email protected]