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Optimal rejection curves for exact false discovery rate control
Institution:1. Oklahoma State University, Department of Statistics, 301-G MSCS, Stillwater, OK, 74078-1056, USA;2. Missouri University of Science and Technology, Department of Mathematics and Statistics, 214 Rolla Building, Rolla, MO, 65409, USA;1. Department of Statistics and Operations Research, College of Sciences, Kuwait University, Kuwait;2. Department of Statistics, College of Science, Shiraz University, Iran;3. Faculty of Mathematics and Computer Science, Amirkabir University, Iran
Abstract:Finner et al. (2012) provided multiple hypothesis testing procedures based on a nonlinear rejection curve for exact false discovery rate control. This paper constructs classes of such procedures and compares the most powerful procedure in each class to competing procedures.
Keywords:Critical value curve  Dirac-uniform distribution  False discovery rate  Multiple hypothesis testing  Rejection curve  Simes line
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