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cdgd: Causal Decomposition of Group Disparities
The framework of causal decomposition of group disparities developed by Yu and Elwert (2025) <doi:10.1214/24-AOAS1990>. 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.
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Package details |
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| Author | Ang Yu [aut, cre, cph] (website: <https://ang-yu.github.io/>, ORCID: <https://orcid.org/0000-0002-1828-0165>) |
| Maintainer | Ang Yu <ang_yu@outlook.com> |
| License | MIT + file LICENSE |
| Version | 1.0.0 |
| URL | https://github.com/ang-yu/cdgd |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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