Li, Erqian; Härdle, Wolfgang; Dai, Xiaowen; Tian, Maozai - 2021
quantile regression provides an important supplement as well as variable selection methods, due to large numbers of irrelevant … covariates in practice. In this paper, we study variable selection procedures based on penalized weighted quantile regression for …