Penalized Maximum Tangent Likelihood Estimation and Robust Variable Selection

Yichen Qin, Shaobo Li, Yang Li +1

We introduce a new class of mean regression estimators -- penalized maximum tangent likelihood estimation -- for high-dimensional regression estimation and variable selection. We f…