Distributions and Statistical Power of Optimal Signal-Detection Methods In Finite Cases

Hong Zhang, Jiashun Jin, Zheyang Wu

In big data analysis for detecting rare and weak signals among $n$ features, some grouping-test methods such as Higher Criticism test (HC), Berk-Jones test (B-J), and $\varphi$-divergenc…