Bayesian Hierarchical Invariant Prediction

Francisco Madaleno, Pernille Julie Viuff Sand, Francisco C. Pereira +1

We propose Bayesian Hierarchical Invariant Prediction (BHIP) reframing Invariant Causal Prediction (ICP) through the lens of Hierarchical Bayes. We leverage the hierarchical struct…