General problems
http://stats.stackexchange.com/questions/148646/is-it-reasonable-to-drop-an-interaction-term
Frequentist methods
AIC
BIC
Cross-validation
Bayesian methods
DIC
Bayes Factors
RJ-MCMC
http://www.stata.com/support/faqs/statistics/stepwise-regression-problems/