<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Causal Decomposition Analysis</dc:title>
  <dc:title>R package causal.decomp version 0.2.0</dc:title>
  <dc:description>We implement causal decomposition analysis using methods proposed by Park, Lee, and Qin (2022) and Park, Kang, and Lee (2023), which provide researchers with multiple-mediator imputation, single-mediator imputation, and product-of-coefficients regression approaches to estimate the initial disparity, disparity reduction, and disparity remaining (&lt;doi:10.1177/00491241211067516&gt;; &lt;doi:10.1177/00811750231183711&gt;). We also implement sensitivity analysis for causal decomposition using R-squared values as sensitivity parameters (Park, Kang, Lee, and Ma, 2023 &lt;doi:10.1515/jci-2022-0031&gt;). Finally, we include individualized causal decomposition and sensitivity analyses proposed by Park, Kang, and Lee (2025+) &lt;doi:10.48550/arXiv.2506.19010&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.5)</dc:relation>
  <dc:relation>Imports: stats, parallel, MASS, nnet, SuppDists, PSweight, utils,
rlang, DynTxRegime, distr, rpart, dplyr, modelObj, magrittr,
knitr</dc:relation>
  <dc:relation>Suggests: rmarkdown, rpart.plot, spelling, CBPS, pbmcapply</dc:relation>
  <dc:creator>Suyeon Kang &lt;suyeon.kang@ucf.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Suyeon Kang [aut, cre],
  Soojin Park [aut],
  Karen Xu [ctb]</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2025-08-27</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=causal.decomp</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.causal.decomp</dc:identifier>
  <dc:language>en-US</dc:language>
</oai_dc:dc>
