Asymptotically Independent U-Statistics in High-Dimensional Testing

Yinqiu He, Gongjun Xu, Chong Wu +1

Many high-dimensional hypothesis tests aim to globally examine marginal or low-dimensional features of a high-dimensional joint distribution, such as testing of mean vectors, covar…