Dimitris Fouskakis

Power-Expected-Posterior Priors for Generalized Linear Models

2017 · Bayesian Analysis

The power-expected-posterior (PEP) prior provides an objective, automatic, consistent and parsimonious model selection procedure. At the same time it resolves the conceptual and computational problems due to the use of imaginary data. Namely, (i) it …