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Simulation Studies: Assessment of Test Statistics Null Distributions

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Multiple Testing Procedures with Applications to Genomics

Part of the book series: Springer Series in Statistics ((SSS))

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This chapter presents simulation studies assessing the performance of multiple testing procedures described in Chapters 1–7. The simulation studies focus on the choice of a test statistics null distribution in testing problems concerning correlation coefficients and regression coefficients in models where the covariates and error terms are allowed to be dependent (Pollard et al., 2005a). The reader is referred to Dudoit et al. (2004a) and van der Laan et al. (2005) for simulation studies comparing various gFWER- and TPPFP-controlling procedures.

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(2008). Simulation Studies: Assessment of Test Statistics Null Distributions. In: Multiple Testing Procedures with Applications to Genomics. Springer Series in Statistics. Springer, New York, NY. https://doi.org/10.1007/978-0-387-49317-6_8

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