cdgd: Causal Decomposition of Group Disparities
The framework of causal decomposition of group disparities developed by Yu and Elwert (2023) <doi:10.48550/arXiv.2306.16591>. This package implements the decomposition estimators that are based on efficient influence functions. For the nuisance functions of the estimators, both parametric and nonparametric options are provided, as well as manual options in case the default models are not satisfying.
| Version: | 0.3.5 |
| Depends: | R (≥ 4.0.0) |
| Imports: | caret (≥ 6.0.0) |
| Suggests: | gbm (≥ 2.1.8), nnet (≥ 7.3.0), ranger (≥ 0.14.1) |
| Published: | 2024-04-15 |
| Author: | Ang Yu  [aut, cre,
cph] (<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.pdf |
Downloads:
| Package source: | cdgd_0.3.5.tar.gz |
| Windows binaries: | r-prerel: cdgd_0.3.5.zip, r-release: cdgd_0.3.5.zip, r-oldrel: cdgd_0.3.5.zip |
| macOS binaries: | r-prerel (arm64): cdgd_0.3.5.tgz, r-release (arm64): cdgd_0.3.5.tgz, r-oldrel (arm64): cdgd_0.3.5.tgz, r-prerel (x86_64): cdgd_0.3.5.tgz, r-release (x86_64): cdgd_0.3.5.tgz |
| Old sources: | cdgd archive |
Linking:
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