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cdgd: Causal Decomposition of Group Disparities

Estimates the causal decompositions of group disparities developed by Yu and Elwert (2025) <doi:10.1214/24-AOAS1990>. For the nuisance functions of the estimators, we provide both parametric and nonparametric options, as well as manual options in case the default models are not satisfying.

Version: 1.0.1
Depends: R (≥ 4.0.0)
Imports: caret (≥ 6.0.0)
Suggests: gbm (≥ 2.1.8), nnet (≥ 7.3.0), ranger (≥ 0.14.1)
Published: 2025-11-24
DOI: 10.32614/CRAN.package.cdgd
Author: Ang Yu ORCID iD [aut, cre, cph] (website: <https://ang-yu.github.io/>)
Maintainer: Ang Yu <ang_yu at outlook.com>
BugReports: https://github.com/ang-yu/cdgd/issues
License: MIT + file LICENSE
URL: https://github.com/ang-yu/cdgd
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: cdgd results

Documentation:

Reference manual: cdgd.html , cdgd.pdf

Downloads:

Package source: cdgd_1.0.1.tar.gz
Windows binaries: r-devel: cdgd_1.0.1.zip, r-release: cdgd_1.0.1.zip, r-oldrel: cdgd_1.0.1.zip
macOS binaries: r-release (arm64): cdgd_1.0.1.tgz, r-oldrel (arm64): cdgd_1.0.1.tgz, r-release (x86_64): cdgd_1.0.1.tgz, r-oldrel (x86_64): cdgd_1.0.1.tgz
Old sources: cdgd archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.