Bayesian Causal Effect Estimation for Categorical Data using Staged Tree Models

Andrea Cremaschi, Manuele Leonelli, Gherardo Varando

We propose a fully Bayesian approach for causal inference with multivariate categorical data based on staged tree models, a class of probabilistic graphical models capable of repre…