Robust Estimation of High-Dimensional Mean Regression

Jianqing Fan, Quefeng Li, Yuyan Wang

Data subject to heavy-tailed errors are commonly encountered in various scientific fields, especially in the modern era with explosion of massive data. To address this problem, pro…