Finite- and Large- Sample Inference for Model and Coefficients in High-dimensional Linear Regression with Repro Samples

Peng Wang, Min-Ge Xie, Linjun Zhang

In this paper, we present a novel and effective inference approach to conduct both finite- and large-sample inference for high-dimensional linear regression models. This approach i…