A Comparison of Hamming Errors of Representative Variable Selection Methods

Zheng Tracy Ke, Longlin Wang

Lasso is a celebrated method for variable selection in linear models, but it faces challenges when the variables are moderately or strongly correlated. This motivates alternative a…