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 [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 + fileLICENSE |
| 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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