Computational methods for fast Bayesian model assessment via calibrated posterior p-values

Sally Paganin, Perry de Valpine

Posterior predictive p-values (ppps) have become popular tools for Bayesian model assessment, being general-purpose and easy to use. However, interpretation can be difficult becaus…