Multiple testing procedures with applications to genomics springer series in statistics softcover reprint of hardcover 1st ed 2008 edition by sandrine dudoit author visit amazons sandrine dudoit page find all the books read about the author and more see . This book establishes the theoretical foundations of a general methodology for multiple hypothesis testing and discusses its software implementation in r and sas the methods are applied to a range of testing problems in biomedical and genomic research including the identification of. Multiple testing procedures with applications to genomics authors view affiliations sandrine dudoit mark j van der laan book 130 citations 5 mentions 27k downloads part of the springer series in statistics book series the book proposes resampling based single step and stepwise multiple testing procedures for controlling a broad . Cite this chapter as pollard ks dudoit s van der laan mj 2005 multiple testing procedures the multtest package and applications to genomics. Part of the springer series in statistics book series sss a key feature of our proposed multiple testing procedures mtp is the test statistics null distribution rather than a data generating null distribution used to obtain rejection regions ie cut offs for the test statistics confidence regions for the parameters of interest and
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