Litcius/Paper detail

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Aki Vehtari, Andrew Gelman, Jonah Gabry

2016Statistics and Computing5,423 citationsDOIOpen Access PDF

Topics & Concepts

Cross-validationBayesian probabilityComputer scienceModel validationVariable-order Bayesian networkArtificial intelligenceData miningEconometricsBayesian inferenceMachine learningMathematicsData scienceStatistical Methods and InferenceGaussian Processes and Bayesian InferenceFault Detection and Control Systems