Statistical Inference for High-Dimensional Robust Linear Regression Models via Recursive Online-Score Estimation

Dian Zheng, Lingzhou Xue

This paper introduces a novel framework for estimation and inference in penalized M-estimators applied to robust high-dimensional linear regression models. Traditional methods for…