Robust Bayesian Inference for Discrete Outcomes with the Total Variation Distance

Jeremias Knoblauch, Lara Vomfell

Models of discrete-valued outcomes are easily misspecified if the data exhibit zero-inflation, overdispersion or contamination. Without additional knowledge about the existence and…