Robust Penalized Estimators for High--Dimensional Generalized Linear Models

Marina Valdora, Claudio Agostinelli

Robust estimators for generalized linear models (GLMs) are not easy to develop due to the nature of the distributions involved. Recently, there has been growing interest in robust…