A Neighborhood-Assisted Hotelling's $T^2$ Test for High-Dimensional Means

Jun Li, Yumou Qiu, Lingjun Li

Many tests have been proposed to remedy the classical Hotelling's $T^2$ test in the "large $p$, small $n$" paradigm, but the existence of an optimal sum-of-squares type test has no…