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An empirical bayes adjustment to increase the sensitivity of detecting differentially expressed genes in microarray experiments

Susmita Datta,G. Satten,3 Authors,Somnath Datta

2004 · DOI: 10.1093/bioinformatics/btg396
28 Citations

TLDR

The empirical Bayes adjustment improved the sensitivity of detecting differentially expressed genes up to 16%, while maintaining a high level of specificity, and reduces the false non-discovery rate to some degree at the cost of a modest increase in the false discovery rate.