CRAN: Package DirectEffects

DirectEffects: Estimating Controlled Direct Effects for Explaining Causal Findings

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年10月04日

DOI: 10.32614/CRAN.package.DirectEffects

Author: Matthew Blackwell ORCID iD [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 results

Documentation:

Reference manual: DirectEffects.html , DirectEffects.pdf

Vignettes: Estimating controlled direct effects (source, R code)

Downloads:

Package source: DirectEffects_0.3.tar.gz

Windows binaries: r-devel: DirectEffects_0.3.zip, r-release: DirectEffects_0.3.zip, r-oldrel: DirectEffects_0.3.zip

macOS binaries: r-release (arm64): DirectEffects_0.3.tgz, r-oldrel (arm64): DirectEffects_0.3.tgz, r-release (x86_64): DirectEffects_0.3.tgz, r-oldrel (x86_64): DirectEffects_0.3.tgz

Old sources: DirectEffects archive

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