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> and the telescope matching estimator described in Blackwell and Strezhnev (2020) <doi:10.1111/rssa.12759>.
Version: 0.3 Depends: R (≥ 3.5.0) Imports: stats, Formula, glue, Matching, generics, rlang, broom Suggests: knitr, rmarkdown, dplyr, tidyverse, ggplot2, reshape2, scales, testthat, nnet, glmnet, hdm, ranger Published: 2024-10-04 DOI: 10.32614/CRAN.package.DirectEffects Author: Matthew Blackwell [aut, cre], Avidit Acharya [aut], Maya Sen [aut], Shiro Kuriwaki [aut], Jacob Brown [aut], Anton Strezhnev [aut] Maintainer: Matthew Blackwell <mblackwell at gmail.com> BugReports: https://github.com/mattblackwell/DirectEffects/issues License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] URL: https://mattblackwell.github.io/DirectEffects/ NeedsCompilation: no In views: CausalInference CRAN checks: DirectEffects resultsRetroSearch is an open source project built by @garambo | Open a GitHub Issue
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