Discussion on "Two-Stage Procedures for High-Dimensional Data" by Makoto Aoshima and Kazuyoshi Yata
We provide some comments and empirical results on Aoshima and Yata's comprehensive methodology paper on high-dimensional data. Our discussion focuses on the practicality of selecting the required sample size in the context of a binary classification problem. We applied their method to two microarray data sets and compared the performance with the mean difference method. © 2011 Copyright Taylor and Francis Group, LLC.
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