Yang Chen

A F-type test on linear hypothesis testing of high-dimensional means

Abstract This paper proposes a new F-type test for linear hypotheses about mean vectors in high-dimensional settings with heteroscedasticity. While numerous tests exist for high-dimensional mean problems, many rely on restrictive covariance conditions to ensure asymptotic normality under the null. To relax these constr...