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.


Reference manual

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0.0.1 by Suyeon Kang, 5 months ago

Browse source code at

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