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.
Package details |
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Author | Daniel Tompsett, Stijn Vansteelandt, Oliver Dukes, Bianca De Stavola |
Maintainer | Daniel Tompsett <danieltompsettwork@gmail.com> |
License | GPL-3 |
Version | 1.3.0 |
URL | https://github.com/danieltompsett/gesttools |
Package repository | View on CRAN |
Installation |
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