Causal Decomposition of Group Disparities
Perform unconditional decomposition with nuisance functions estimated ...
Perform unconditional decomposition via machine learning
Perform unconditional decomposition via parametric models
Perform conditional decomposition with nuisance functions estimated be...
Perform conditional decomposition via machine learning
Perform conditional decomposition via parametric models
Estimates the causal decompositions of group disparities developed by Yu and Elwert (2025) <doi:10.1214/24-AOAS1990>. For the nuisance functions of the estimators, we provide both parametric and nonparametric options, as well as manual options in case the default models are not satisfying.