A Variant of AIC based on the Bayesian Marginal Likelihood

Yuki Kawakubo, Tatsuya Kubokawa, Muni S. Srivastava

We propose information criteria that measure the prediction risk of a predictive density based on the Bayesian marginal likelihood from a frequentist point of view. We derive crite…