Penalized Lq-likelihood estimators and variable selection in linear regression models

Consider a linear regression model y i = x i T β + e i , i = 1 , 2 , … , n , where { e i } are independent identically distributed (iid) random variables with zero mean and known variance σ 2 . Bas...