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arXiv 1305.6340stat.ME

Monotone false discovery rate

Joong-Ho Won, Johan Lim, Donghyeon Yu, Byung Soo Kim, Kyunga Kim

英文摘要:

This paper proposes a procedure to obtain monotone estimates of both the local and the tail false discovery rates that arise in large-scale multiple testing. The proposed monotonization is asymptotically optimal for controlling the false discovery rate and also has many attractive finite-sample properties.

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