Xiao-Yi Wang

Cauchy-Combined Hettmansperger-Randles Location Tests in High Dimensions

High-dimensional mean testing is challenging under strong dependence and heavy tails, since classical Hotelling statistics are ill posed and regularized versions based on sample moments remain sensitive to outliers. This paper develops a robust regularized Hotelling framework for one-sample mean inference under ellipti...