causal.decomp: Causal Decomposition Analysis
We implement causal decomposition analysis using the methods proposed by Park, Lee, and Qin (2020) <arXiv:2008.12812> and Park, Kang, and Lee (2021+). This package allows researchers to use the multiple-mediator-imputation, single-mediator-imputation, and product-of-coefficients regression methods to estimate the initial disparity, disparity reduction, and disparity remaining. It also allows to make the inference conditional on baseline covariates.
| Version: |
0.0.1 |
| Depends: |
R (≥ 2.10) |
| Imports: |
stats, parallel, MASS, nnet, SuppDists, CBPS, PSweight, spelling, utils |
| Published: |
2021-09-13 |
| Author: |
Suyeon Kang [aut, cre],
Soojin Park [aut] |
| Maintainer: |
Suyeon Kang <skang062 at ucr.edu> |
| License: |
GPL-2 |
| NeedsCompilation: |
no |
| CRAN checks: |
causal.decomp results |
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