Adaptive Testing for High-dimensional Data

Yangfan Zhang, Runmin Wang, Xiaofeng Shao

In this article, we propose a class of $L_q$-norm based U-statistics for a family of global testing problems related to high-dimensional data. This includes testing of mean vector…