Evaluating Bayesian Models with Posterior Dispersion Indices

Alp Kucukelbir, Yixin Wang, David M. Blei

Abstract: Probabilistic modeling is cyclical: we specify a model, infer its posterior, and evaluate its performance. Evaluation drives the cycle, as we revise our model based on how it performs. This require...