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