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DESCRIPTION
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DESCRIPTION
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Package: SpecCurve
Title: Constructing, Running, and Visualizing Specification Curves
Version: 0.0.0.9000
Authors@R:
person(given = "Joseph",
family = "O'Brien",
role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-9851-5077"))
Description: This package provides tools to construct and test "specification curves"--
a way of considering the robustness of a particular model parameter estimate
(e.g., a treatment effect) by constructing and running models that comprise all
combinations of potentially reasonable modeling choices. Given a set of potential choices,
this package can construct such combinations, run all models, summarize results, and facilitate
basic plotting of results (using package ggplot2). Currently includes options for varied
outcomes, treatment, inclusion/exclusion of covariates, data subsetting, and variable weighting.
License: GPL v2
Encoding: UTF-8
LazyData: true
Depends: ggplot2
Imports: dplyr,
magrittr,
sandwich,
lmtest
RoxygenNote: 6.1.1