M-regression, false discovery rates and outlier detection with application to genetic association studies
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DOI: 10.1016/j.csda.2014.03.019
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- Yoav Benjamini & Abba M. Krieger & Daniel Yekutieli, 2006. "Adaptive linear step-up procedures that control the false discovery rate," Biometrika, Biometrika Trust, vol. 93(3), pages 491-507, September.
- Tzeng J-Y. & Byerley W. & Devlin B. & Roeder K. & Wasserman L., 2003. "Outlier Detection and False Discovery Rates for Whole-Genome DNA Matching," Journal of the American Statistical Association, American Statistical Association, vol. 98, pages 236-246, January.
- Kenneth Rice & David Spiegelhalter, 2006. "A Simple Diagnostic Plot Connecting Robust Estimation, Outlier Detection, and False Discovery Rates," Journal of Applied Statistics, Taylor & Francis Journals, vol. 33(10), pages 1131-1147.
- Cerioli, Andrea & Farcomeni, Alessio & Riani, Marco, 2013. "Robust distances for outlier-free goodness-of-fit testing," Computational Statistics & Data Analysis, Elsevier, vol. 65(C), pages 29-45.
- Peristera Paschou & Petros Drineas & Jamey Lewis & Caroline M Nievergelt & Deborah A Nickerson & Joshua D Smith & Paul M Ridker & Daniel I Chasman & Ronald M Krauss & Elad Ziv, 2008. "Tracing Sub-Structure in the European American Population with PCA-Informative Markers," PLOS Genetics, Public Library of Science, vol. 4(7), pages 1-13, July.
- Cerioli, Andrea & Farcomeni, Alessio, 2011. "Error rates for multivariate outlier detection," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 544-553, January.
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- Axel Gandy & Georg Hahn & Dong Ding, 2020. "Implementing Monte Carlo tests with p‐value buckets," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 47(3), pages 950-967, September.
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Keywords
Robust regression; Robust outlier test; False discovery rate; Genetic association studies; Single nucleotide polymorphism;All these keywords.
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