A Convex Programming Solution Based Debiased Estimator for Quantile with Missing Response and High-dimensional Covariables

Miaomiao Su, Qihua Wang

This paper is concerned with the estimating problem of response quantile with high dimensional covariates when response is missing at random. Some existing methods define root-n co…