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:
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