Kuha, Jouni - In: Sociological Methods & Research 33 (2004) 2, pp. 188-229
The two most commonly used penalized model selection criteria, the Bayesian information criterion (BIC) and Akaike’s information criterion (AIC), are examined and compared. Their motivations as approximations of two different target quantities are discussed, and their performance in...