On the Use of Information Criteria for Subset Selection in Least Squares Regression

Sen Tian, Clifford M. Hurvich, Jeffrey S. Simonoff

Least squares (LS)-based subset selection methods are popular in linear regression modeling. Best subset selection (BS) is known to be NP-hard and has a computational cost that gro…