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A set of functions to estimate the controlled direct effect of treatment fixing a potential mediator to a specific value. Implements the sequential g-estimation estimator described in Vansteelandt (2009) <doi:10.1097/EDE.0b013e3181b6f4c9> and Acharya, Blackwell, and Sen (2016) <doi:10.1017/S0003055416000216>.
| Version: | 0.2.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, sandwich, Formula, glue |
| Suggests: | knitr, dplyr, ggplot2, reshape2, scales, testthat, rmarkdown |
| Published: | 2021-05-12 |
| Author: | Matthew Blackwell [aut, cre], Avidit Acharya [aut], Maya Sen [aut], Shiro Kuriwaki [aut], Jacob Brown [aut] |
| Maintainer: | Matthew Blackwell <mblackwell at gov.harvard.edu> |
| BugReports: | https://github.com/mattblackwell/DirectEffects/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://www.mattblackwell.org/software/direct-effects/ |
| NeedsCompilation: | no |
| In views: | CausalInference |
| CRAN checks: | DirectEffects results |
| Reference manual: | DirectEffects.pdf |
| Vignettes: |
Estimating controlled direct effects |
| Package source: | DirectEffects_0.2.1.tar.gz |
| Windows binaries: | r-devel: DirectEffects_0.2.1.zip, r-release: DirectEffects_0.2.1.zip, r-oldrel: DirectEffects_0.2.1.zip |
| macOS binaries: | r-release (arm64): DirectEffects_0.2.1.tgz, r-oldrel (arm64): DirectEffects_0.2.1.tgz, r-release (x86_64): DirectEffects_0.2.1.tgz, r-oldrel (x86_64): DirectEffects_0.2.1.tgz |
| Old sources: | DirectEffects archive |
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