Honest Inference for High-Dimensional Linear Models

Dennis Lim, Pengjin Min, Jonathan H. W. Tan +1

We propose a heteroskedasticity-robust and dimention-adaptive test for multiple linear restric- tions in sparse high-dimensional linear regression models. It combines desparsified…