Two tales of variable selection for high dimensional regression: Screening and model building.

Cong Liu, Tao Shi, Yoonkyung Lee

Abstract: Variable selection plays an important role in high‐dimensional regression problems where a large number of variables are given as potential predictors of a response of interest. Typically, it arises ...