Power and Stability Properties of Resampling-Based Multiple Testing Procedures with Applications to Gene Oncology Studies
Figure 6
Power and stability properties of resampling-based multiple testing procedures for dependent test statistics with random correlations and the FDR is controlled at 5% ( in each group). Yellow dashed line: permutation single-step max procedure (mt.max function); black dashed line: permutation single-step min (mt.min function); solid blue line: bootstrap single-step max (MTP ss.max function); green dashed line: bootstrap step-down max (MTP sd.max function); red dashed line: bootstrap single-step min (MTP ss.min function); violet dashed line: bootstrap step-down min (MTP sd.min function); orange dashed line: SAM procedure (sam function).
