The $l_q$ consistency of the Dantzig Selector for Cox's Proportional Hazards Model

Kou Fujimori, Yoichi Nishiyama

The Dantzig selector for the proportional hazards model proposed by D.R. Cox is studied in a high-dimensional and sparse setting. We prove the $l_q$ consistency for all $q\ge 1$…