Bayesian model comparison with the Hyvärinen score: computation and consistency

Stephane Shao, Pierre E. Jacob, Jie Ding +1

The Bayes factor is a widely used criterion in model comparison and its logarithm is a difference of out-of-sample predictive scores under the logarithmic scoring rule. However, wh…