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Identifying differentially expressed genes using false discovery rate controlling procedures

Identifying differentially expressed genes using false discovery rate controlling procedures

Abstract Motivation: DNA microarrays have recently been used for the purpose of monitoring expression levels of thousands of genes simultaneously and identifying those genes that are differentially expressed. The probability that a false identification (type I error) is committed can increase sharply when the number of tested genes gets large. …