Package: paths
Type: Package
Title: An Imputation Approach to Estimating Path-Specific Causal
        Effects
Version: 0.1.2
Date: 2025-12-22
Authors@R: c(
    person("Minh", "Trinh", email = "mdtrinh@austin.utexas.edu", role = "aut"),
    person("Teppei", "Yamamoto", email = "tyamam@waseda.jp", role = "aut"),
    person("Xiang", "Zhou", email = "xiang_zhou@fas.harvard.edu", role = "cre"))
Description: In causal mediation analysis with multiple causally ordered mediators, a set of path-specific
  effects are identified under standard ignorability assumptions. This package implements an imputation
  approach to estimating these effects along with a set of bias formulas for conducting sensitivity analysis
  (Zhou and Yamamoto <doi:10.31235/osf.io/2rx6p>). It contains two main functions: paths() for estimating 
  path-specific effects and sens() for conducting sensitivity analysis. Estimation uncertainty is quantified 
  using the nonparametric bootstrap.
Encoding: UTF-8
LazyLoad: yes
LazyData: yes
License: GPL (>= 2)
Depends: R (>= 4.5.0)
Suggests: knitr, rmarkdown
Imports: BART, boot, gbm, ggplot2, metR, stats, twang, tidyr
RoxygenNote: 7.3.3
NeedsCompilation: no
Packaged: 2025-12-22 16:22:48 UTC; Xiang
Author: Minh Trinh [aut],
  Teppei Yamamoto [aut],
  Xiang Zhou [cre]
Maintainer: Xiang Zhou <xiang_zhou@fas.harvard.edu>
Repository: CRAN
Date/Publication: 2025-12-22 17:00:09 UTC
Built: R 4.6.0; ; 2026-04-26 20:23:14 UTC; unix
