A case study of causal mediation using Bayesian nonparametrics and semiparametric corrections

Yuhua Zhang, Michael J. Daniels

We propose a Bayesian nonparametric approach using a truncated Enriched Dirichlet Process mixture (EDPM) model to estimate natural direct (NDE) and indirect (NIE) effects in causal…