APA Dictionary of Psychology

in Bayesian statistics, a summary value used in comparing the relative fit of one model to another for a given set of data. Although adding to the complexity of a model often will improve fit to a set of data, the Bayesian information criterion adds a penalty for each addition, such that relative model fit also is judged in terms of model parsimony (simplicity). [Thomas Bayes]