Calibrated Model Criticism Using Split Predictive Checks

Jiawei Li, Jonathan H. Huggins

Checking how well a fitted model explains the data is one of the most fundamental parts of a Bayesian data analysis. However, existing model checking methods suffer from trade-offs…