Performance evaluation of microchips data statistical analysis

Robustness of Affymetrix microchips data statistical analysis is evaluated by ROC curves obtained from spike in of known RNA samples on control chips. These measures allow to determinate the effect on true and false negative rates of different pre-processing methods, parametric et non parametric statistical approaches, probe filtering, reduction of the number of replicates...