Kawakubo, Yuki; Kubokawa, Tatsuya; Srivastava, Muni S. - Center for International Research on the Japanese … - 2015
We propose an information criterion which measures the prediction risk of the predictive density based on the Bayesian marginal likelihood from a frequentist point of view. We derive the criteria for selecting variables in linear regression models by putting the prior on the regression...