Resampling-based false discovery rate controlling multiple test procedures for correlated test statistics

作者: Daniel Yekutieli , Yoav Benjamini

DOI: 10.1016/S0378-3758(99)00041-5

关键词: StatisticsClosed testing procedurePer-comparison error rateMathematicsFalse discovery ratep-valueData miningFalse coverage rateMultiple comparisons problemResamplingStatistical hypothesis testing

摘要: A new false discovery rate controlling procedure is proposed for multiple hypotheses testing. The procedure makes use of resampling-based p-value adjustment, and is designed to …

参考文章(11)
James G. Booth, P. H. Westfall, S. S. Young, Resampling-Based Multiple Testing. Journal of the American Statistical Association. ,vol. 89, pp. 354- ,(1994) , 10.2307/2291234
Gernot Wassmer, Peter Reitmeir, Meinhard Kieser, Walter Lehmacher, Procedures for testing multiple endpoints in clinical trials: An overview Journal of Statistical Planning and Inference. ,vol. 82, pp. 69- 81 ,(1999) , 10.1016/S0378-3758(99)00032-4
Charles W. Dunnett, Ajit C. Tamhane, A Step-Up Multiple Test Procedure Journal of the American Statistical Association. ,vol. 87, pp. 162- 170 ,(1992) , 10.1080/01621459.1992.10475188
Y. Hochberg, A. C. Tamhane, Multiple Comparison Procedures ,(1987)
James F. Troendle, A Stepwise Resampling Method of Multiple Hypothesis Testing Journal of the American Statistical Association. ,vol. 90, pp. 370- 378 ,(1995) , 10.1080/01621459.1995.10476522
Peter H. Westfall, S. Stanley Young, p Value Adjustments for Multiple Tests in Multivariate Binomial Models Journal of the American Statistical Association. ,vol. 84, pp. 780- 786 ,(1989) , 10.1080/01621459.1989.10478837
Glenn Shafer, Ingram Olkin, Adjusting P Values to Account for Selection over Dichotomies Journal of the American Statistical Association. ,vol. 78, pp. 674- 678 ,(1983) , 10.1080/01621459.1983.10478028
Yoav Benjamini, Camil Fuchs, Conditional versus unconditional analysis in some regression models Communications in Statistics-theory and Methods. ,vol. 19, pp. 4731- 4756 ,(1990) , 10.1080/03610929008830471
Yoav Benjamini, Yosef Hochberg, Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 57, pp. 289- 300 ,(1995) , 10.1111/J.2517-6161.1995.TB02031.X