Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data

Måns Magnusson, Aki Vehtari, Johan Jonasson, Michael Riis Andersen

Abstract: Recently, new methods for model assessment, based on subsampling and posterior approximations, have been proposed for scaling leave-one-out cross-validation (LOO-CV) to large datasets. Although the...