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: | 1.0.1 |
| Imports: | DataCombine, tidyr, tibble, tidyselect, geeM, rsample, nnet, magrittr |
| Published: | 2020-12-08 |
| 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 |
| Materials: | NEWS |
| CRAN checks: | gesttools results |
| Reference manual: | gesttools.pdf |
| Package source: | gesttools_1.0.1.tar.gz |
| Windows binaries: | r-devel: gesttools_1.0.1.zip, r-release: gesttools_1.0.1.zip, r-oldrel: gesttools_1.0.1.zip |
| macOS binaries: | r-release: gesttools_1.0.1.tgz, r-oldrel: gesttools_1.0.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=gesttools to link to this page.