Before revision: We propose an l1-regularized M-estimator for a high-dimensional sparse parameter that is identified by a class of semiparametric conditional moment restrictions ( CMR).
After revision: This paper contributes to the literature on high-dimensional sparse parameter that is identified by a class of semiparametric conditional moment restrictions ( CMR).