CRAN/E | cdgd

cdgd

Causal Decomposition of Group Disparities

Installation

About

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.

github.com/ang-yu/cdgd
Bug report File report

Key Metrics

Version 0.3.5
R ≥ 4.0.0
Published 2024-04-15 8 days ago
Needs compilation? no
License MIT
License File
CRAN checks cdgd results

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Maintainer

Maintainer

Ang Yu

ang_yu@outlook.com

Authors

Ang Yu

aut / cre / cph

(<https://ang-yu.github.io/>)

Material

README
NEWS
Reference manual
Package source

macOS

r-prerel

arm64

r-release

arm64

r-oldrel

arm64

r-prerel

x86_64

r-release

x86_64

Windows

r-prerel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

cdgd archive

Depends

R ≥ 4.0.0

Imports

caret ≥ 6.0.0

Suggests

gbm ≥ 2.1.8
nnet ≥ 7.3.0
ranger ≥ 0.14.1