. Author manuscript; available in PMC: 2010 Mar 15.

Published in final edited form as: Comput Stat Data Anal. 2009 Mar 15;53(5):1566–1576. doi: 10.1016/j.csda.2008.06.011

Table 4.

Comparison of power and consistency among methods using data splitting^*

Method

Data Set A

Data Set B

Consistency

rP%

r_AB

χ_{A B}^{2}

FDR

22,056

439

0.27

1,670

196

119

pFDR

21,100

365

0.33

2,525

1.6

990

355

SAM

13,324

7,530

0.26

1,576

7.0

350

1,606

MD-MM

16,635

953

0.74

12,413

17.9

1135

4,087

C = accept, R = reject, rP=rPower