Bayesian nonparametric mixtures of categorical directed graphs for heterogeneous causal inference

Federico Castelletti, Laura Ferrini

Quantifying causal effects of exposures on outcomes, such as a treatment and a disease respectively, is a crucial issue in medical science for the administration of effective thera…