Question: what are aic and bic?
Answer: Dear Adrift, As you know, AIC and BIC are both penalized-likelihood criteria. ... AIC is an estimate of a constant plus the relative distance between the unknown true likelihood function of the data and the fitted likelihood function of the model, so that a lower AIC means a model is considered to be closer to the truth.