collaborators

1 paper

stat.ME2020

A critical review of LASSO and its derivatives for variable selection under dependence among covariates

Laura Freijeiro-González, Manuel Febrero-Bande, Wenceslao González-Manteiga

We study the limitations of the well known LASSO regression as a variable selector when there exists dependence structures among covariates. We analyze both the classic situation w…