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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 |
| Reference manual: | gesttools.pdf |
| 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 |
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These binaries (installable software) and packages are in development.
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