Diverse correlation structures in gene expression data and their utility in improving statistical inference

Lev Klebanov, Andrei Yakovlev

It is well known that correlations in microarray data represent a serious nuisance deteriorating the performance of gene selection procedures. This paper is intended to demonstrate…