gesttools: General Purpose G-Estimation for End of Study or Time-Varying Outcomes

Provides a series of general purpose tools to perform g-estimation using the methods described in Sjolander and Vansteelandt (2016) <doi:10.1515/em-2015-0005> and Dukes and Vansteelandt <doi:10.1093/aje/kwx347>. The package allows for g-estimation in a wide variety of circumstances, including an end of study or time-varying outcome, and an exposure that is a binary, continuous, or a categorical variable with three or more categories. The package also supports g-estimation with time-varying causal effects and effect modification by a confounding variable.

Version:	1.3.0
Imports:	DataCombine, tidyr, tibble, tidyselect, geeM, rsample, nnet, magrittr, testthat
Published:	2022-01-04
DOI:	10.32614/CRAN.package.gesttools
Author:	Daniel Tompsett, Stijn Vansteelandt, Oliver Dukes, Bianca De Stavola
Maintainer:	Daniel Tompsett <danieltompsettwork at gmail.com>
BugReports:	https://github.com/danieltompsett/gesttools/issues
License:	GPL-3
URL:	https://github.com/danieltompsett/gesttools
NeedsCompilation:	no
CRAN checks:	gesttools results

Documentation:

Reference manual:

gesttools.pdf

Downloads:

Package source:	gesttools_1.3.0.tar.gz
Windows binaries:	r-devel: gesttools_1.3.0.zip, r-release: gesttools_1.3.0.zip, r-oldrel: gesttools_1.3.0.zip
macOS binaries:	r-release (arm64): gesttools_1.3.0.tgz, r-oldrel (arm64): gesttools_1.3.0.tgz, r-release (x86_64): gesttools_1.3.0.tgz, r-oldrel (x86_64): gesttools_1.3.0.tgz
Old sources:	gesttools archive

Linking:

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