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Table 1 The mean and the standard deviation (SD) of the number of screened features by BF, BH, BY, M1, M2, and M3 procedures in the simulation study

From: Modifying the false discovery rate procedure based on the information theory under arbitrary correlation structure and its performance in high-dimensional genomic data

ρ

 

Adjustment Procedures

Non

BF

BH

BY

M1

M2

M3

0

Mean

353.351

49.357

102.112

228.404

214.429

220.73

227.456

SD

11.801570

5.802294

11.00773

14.75712

14.25881

14.49086

15.70872

0.2

Mean

352.212

48.633

226.385

101.588

222.139

207.094

193.784

SD

19.659031

9.4009941

26.035332

19.48784

25.869149

25.129637

24.196628

0.4

Mean

352.297

48.607

225.246

100.605

209.667

184.369

162.728

SD

33.779963

16.182349

45.693253

33.99483

44.655372

42.601335

40.780916

0.5

Mean

351.997

48.567

225.095

100.674

201.033

171.72

147.963

SD

41.922673

19.446019

56.70119

41.75307

54.320462

51.319834

48.004584

0.6

Mean

352.626

48.713

223.98

100.679

188.669

157.807

133.011

SD

48.744478

23.358516

65.778312

49.88433

62.063107

58.015391

54.002399

0.8

Mean

351.314

48.654

222.664

100.403

153.56

124.238

101.873

SD

64.601368

31.025713

86.84043

64.95349

74.744586

67.477378

60.448514

0.9

Mean

351.197

48.334

221.729

100.706

126.631

101.953

83.708

SD

73.050329

34.773778

97.059054

73.27475

74.665131

66.30559

58.186806

0.95

Mean

350.85

48.39

220.743

100.607

106.651

86.614

72.685

SD

76.59104

36.74164

102.0592

76.72027

68.18917

60.23118

53.29142

0.99

Mean

351.06

48.43

220.587

101.008

82.937

70.063

61.414

SD

80.011926

38.365414

106.24165

79.94535

52.212615

47.445633

43.757392