Detecting multivariate differentially expressed genes.

Nevertheless, the above fraction of 77% validated genes is highly significant with a Binomial tail p-value < 10 -20 .

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Since a gene set may be significant even when containing only a single true positive gene [ 10 ], the false positive rate over individual genes may be much higher than the false positive rate over gene sets.

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