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.

Getting started

Package details

AuthorDaniel Tompsett, Stijn Vansteelandt, Oliver Dukes, Bianca De Stavola
MaintainerDaniel Tompsett <danieltompsettwork@gmail.com>
LicenseGPL-3
Version1.3.0
URL https://github.com/danieltompsett/gesttools
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("gesttools")

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gesttools documentation built on Jan. 4, 2022, 5:10 p.m.