A Comparison Of Bootstrap Methods And An Adjusted .

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validation methods, split-sample methods and the .632 bootstrap for high dimensional genomic studies. In this paper, we compare a number of existing bootstrap methods, the out-of-bag estimation and a bootstrap cross validation method (Fu, Carroll and Wang [9]) for estimating prediction errors when the number of features greatly exceeds the number

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