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math.ST2026

Finite-sample nonparametric mean tests: Leave-one-out duality and asymptotic optimality

Yifan Zhu, John C. Duchi

We study finite-sample valid tests of the one-sided mean hypothesis against for nonnegative random variables. To do so, we develop a leave-one-out dual cert…