maximization of log-likelihood with Cp, AIC, and BIC penalties, bootstrap and cross-validation error estimation, and coefficient …

-validation, the Bayesian Information Criterion (BIC), and the Akaike Information Criterion. We also use the empirical Bayes method by …, which is a modification of the BIC.Experimental results on simulated and on real HIV data show that the classical criteria … tend to select models with far too many tree components. Only cross-validation and the modified BIC recover the correct …