Robust Model Selection in Linear regression

Abstract

The research deals with the proposing of robust formula for the accumulate prediction error (APE) criterion which is used in selecting regression model. The proposed formula evaluated with a simulation study. The formula performed very well against outliers than other robust criteria used in this area especially in the case of small samples.