Package: DirectEffects
Version: 0.3
Title: Estimating Controlled Direct Effects for Explaining Causal
        Findings
Authors@R: c(
    person("Matthew", "Blackwell", email = "mblackwell@gmail.com", role = c("aut", "cre"),
             comment = c(ORCID = "0000-0002-3689-9527")),
    person("Avidit", "Acharya", email = "avidit@stanford.edu", role = c("aut")),
    person("Maya", "Sen", email = "maya_sen@hks.harvard.edu", role = c("aut")),
    person("Shiro", "Kuriwaki", email = "shirokuriwaki@gmail.com", role = c("aut")),
    person("Jacob", "Brown", email = "jbrown13@bu.edu", role = c("aut")),
    person("Anton", "Strezhnev", email = "astrezhnev@uchicago.edu", role = c("aut")))
Imports: stats, Formula, glue, Matching, generics, rlang, broom
Depends: R (>= 3.5.0)
Suggests: knitr, rmarkdown, dplyr, tidyverse, ggplot2, reshape2,
        scales, testthat, nnet, glmnet, hdm, ranger
Description: 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>.  
License: GPL (>= 2)
URL: https://mattblackwell.github.io/DirectEffects/
BugReports: https://github.com/mattblackwell/DirectEffects/issues
VignetteBuilder: knitr
LazyData: true
Encoding: UTF-8
RoxygenNote: 7.3.2
NeedsCompilation: no
Packaged: 2024-10-02 00:55:14 UTC; mblackwell
Author: Matthew Blackwell [aut, cre] (<https://orcid.org/0000-0002-3689-9527>),
  Avidit Acharya [aut],
  Maya Sen [aut],
  Shiro Kuriwaki [aut],
  Jacob Brown [aut],
  Anton Strezhnev [aut]
Maintainer: Matthew Blackwell <mblackwell@gmail.com>
Repository: CRAN
Date/Publication: 2024-10-04 15:50:08 UTC
Built: R 4.6.0; ; 2026-04-30 10:08:22 UTC; unix
