Data aggregation can lead to biased inferences in Bayesian linear mixed models and Bayesian ANOVA: A simulation study

Daniel J. Schad, Bruno Nicenboim, Shravan Vasishth

Bayesian linear mixed-effects models and Bayesian ANOVA are increasingly being used in the cognitive sciences to perform null hypothesis tests, where a null hypothesis that an effe…