Performance of Variable Selection Methods in Regression Using Variations of the Bayesian Information Criterion

摘要

The Bayesian information criterion (BIC) is widely used for variable selection. We focus on the regression setting for which variations of the BIC have been proposed. A version that includes the Fisher Information matrix of the predictor variables perform