LOO-PIT predictive model checking
Published • May 13, 2026
Authors:,
Herman Tesso
Aki Vehtari
Abstract
We consider predictive checking for Bayesian model assessment using leave-one-out probability integral transform (LOO-PIT). LOO-PIT values are conditional cumulative predictive probabilities given LOO predictive distributions and corresponding left out observations. For a well-calibrated model, LOO-...
Subject
Finding related papers...
Discussions
(0)No comments yet
Be the first to share your thoughts!