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Comparing DIC and WAIC for multilevel models with missing data

Han Du, Brian T Keller, Egamaria Alacam, Craig K. Enders

2023Behavior Research Methods11 citationsDOIOpen Access PDF

Topics & Concepts

Deviance information criterionAkaike information criterionMarginal likelihoodCovariateDeviance (statistics)Bayesian information criterionMissing dataModel selectionStatisticsLikelihood principleEconometricsMarginal modelRestricted maximum likelihoodBayesian probabilityComputer scienceInformation CriteriaMathematicsLikelihood functionMaximum likelihoodBayesian inferenceRegression analysisQuasi-maximum likelihoodStatistical Methods and Bayesian InferenceBayesian Modeling and Causal InferenceStatistical Distribution Estimation and Applications
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