Adaptive Test Procedure for High Dimensional Regression Coefficient

Ping Zhao, Fengyi Song, Huifang Ma

We develop a unified $L$-statistic testing framework for high-dimensional regression coefficients that adapts to unknown sparsity. The proposed statistics rank coordinate-wise evid…