Calibrated Generalized Bayesian Inference

David T. Frazier, Christopher Drovandi, Robert Kohn

We propose a simple approach that provides accurate uncertainty quantification for Bayesian inference in misspecified or approximate models, and for generalized (Gibbs) posteriors.…