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 |