An adaptable generalization of Hotelling's $T^2$ test in high dimension

Haoran Li, Alexander Aue, Debashis Paul +2

We propose a two-sample test for detecting the difference between mean vectors in a high-dimensional regime based on a ridge-regularized Hotelling's $T^2$. To choose the regulariza…