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. 2019 Nov 20;10:1051. doi: 10.3389/fgene.2019.01051

Table 3.

Additional type I error results at α = 0.05, 0.01, and 0.005 for correlated P-values and different k and L combinations.

k = 10 k = 100
L = 100 L = 200 L = 500 L = 100 L = 200 L = 500
Mean ρ 0.4634 0.4655 0.4667 0.4655 0.4635 0.4667
α = 0.05
RTP 0.0538 0.0541 0.0498 0.0509 0.0499 0.0502
RTP (decorr) 0.0528 0.0515 0.0503 0.0497 0.0504 0.0494
ART (decorr) 0.0514 0.0514 0.0501 0.0505 0.0503 0.0498
ART-A 0.0538 0.0552 0.0497 0.0509 0.0497 0.0502
ART-A (decorr) 0.0510 0.0543 0.0498 0.0511 0.0492 0.0505
Simes 0.0510 0.0506 0.0504 0.0514 0.0500 0.0502
α = 0.01
RTP 0.0103 0.0096 0.0107 0.0096 0.0102 0.0101
RTP (decorr) 0.0092 0.0101 0.0098 0.0100 0.0103 0.0098
mRTP (decorr) 0.0096 0.0100 0.0096 0.0101 0.0101 0.0101
ART 0.0104 0.0098 0.0103 0.0098 0.0094 0.0099
ART-A (decorr) 0.0100 0.0099 0.0098 0.0105 0.0101 0.0103
Simes 0.0099 0.0103 0.0101 0.0100 0.0101 0.0095
α = 0.005
RTP 0.0052 0.0047 0.0052 0.0052 0.0052 0.0050
RTP (decorr) 0.0046 0.0048 0.0050 0.0050 0.0045 0.0050
mRTP (decorr) 0.0048 0.0050 0.0049 0.0050 0.0047 0.0051
ART 0.0051 0.0045 0.0050 0.0053 0.0050 0.0051
ART-A (decorr) 0.0050 0.0047 0.0046 0.0049 0.0052 0.0054
Simes 0.0048 0.0050 0.0048 0.0047 0.0048 0.0045