Robust Inference and Model Criticism Using Bagged Posteriors

Jonathan H. Huggins, Jeffrey W. Miller

Standard Bayesian inference is known to be sensitive to model misspecification, leading to unreliable uncertainty quantification and poor predictive performance. However, finding g…