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stat.AP2026
Adaptive Test Procedure for High Dimensional Regression Coefficient
Ping Zhao, Fengyi Song, Huifang Ma
We develop a unified -statistic testing framework for high-dimensional regression coefficients that adapts to unknown sparsity. The proposed statistics rank coordinate-wise evid…
stat.AP2026
Adaptive L-tests for high dimensional independence
Ping Zhao, Huifang Ma
Testing mutual independence among multiple random variables is a fundamental problem in statistics, with wide applications in genomics, finance, and neuroscience. In this paper, we…