Figure 1: ROC curves for all the statistics under study in a single simulation with 3 replicates and 1000 genes. The hyperparameter values used to simulate the data were ν=2, β=1, γ=1 and τ=1. The ROC curves are grouped by statistical model to unclutter the displays. The curves for T and SAM are repeatedin each panel.