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 ORCID iD [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_0.3.4.zip, r-release: cdgd_0.3.5.zip, r-oldrel: cdgd_0.3.4.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:

Please use the canonical form https://CRAN.R-project.org/package=cdgd to link to this page.