A Survey of Model Evaluation Approaches With a Tutorial on Hierarchical Bayesian Methods
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Abstract This article reviews current methods for evaluating models in the cognitive sciences, including theoretically based approaches, such as Bayes factors and minimum description length measures; simulation approaches, including model mimicry evaluations ...