Preferred analysis methods for Affymetrix GeneChips revealed by a wholly defined control dataset

Abstract

A best-route combination of analysis methods is presented that allows detection of approximately 70% of true positives before reaching a 10% false-discovery rate. We highlight areas in need of improvement, including better estimate of false-discovery rates and decreased false-negative rates.