Causal Decomposition Analysis

We implement causal decomposition analysis using the methods proposed by Park, Lee, and Qin (2020) 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.


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install.packages("causal.decomp")

0.0.1 by Suyeon Kang, 14 days ago


Browse source code at https://github.com/cran/causal.decomp


Authors: Suyeon Kang [aut, cre] , Soojin Park [aut]


Documentation:   PDF Manual  


GPL-2 license


Imports stats, parallel, MASS, nnet, SuppDists, CBPS, PSweight, spelling, utils


See at CRAN