| |
Strong
| | |
SB
|
BH
|
SGoF
|
|---|
|
N
|
% effect
|
S
|
Significant
|
Detected
|
FDR
|
Detected
|
FDR
|
Detected
|
FDR
|
|
5
|
5%
|
100
|
6.6
|
0.09
|
62
|
0.11
|
62
|
0.23
|
59
|
|
5
|
5%
|
1000
|
6.7
|
0.01
|
53
|
0.01
|
54
|
0.47
|
60
|
|
5
|
5%
|
10000
|
6.7
|
0.00
|
42
|
0.00
|
47
|
1.24
|
60
|
|
5
|
10%
|
100
|
8.5
|
0.14
|
31
|
0.17
|
30
|
0.85
|
46
|
|
5
|
10%
|
1000
|
8.4
|
0.01
|
36
|
0.02
|
35
|
1.97
|
43
|
|
5
|
10%
|
10000
|
8.3
|
0.00
|
31
|
0.00
|
30
|
2.88
|
45
|
|
5
|
20%
|
100
|
11.7
|
0.17
|
18
|
0.28
|
18
|
3.03
|
26
|
|
5
|
20%
|
1000
|
11.7
|
0.02
|
17
|
0.03
|
18
|
5.28
|
28
|
|
5
|
20%
|
10000
|
11.7
|
0.00
|
22
|
0.00
|
21
|
6.23
|
29
|
| | | |
Mean
|
0.05
|
34.7
|
0.07
|
35
|
2.46
|
44
|
| | | |
SD
|
0.067
|
15.48
|
0.099
|
16.04
|
2.118
|
13.91
|
|
10
|
5%
|
100
|
8.7
|
0.49
|
8
|
0.75
|
11
|
0.95
|
24
|
|
10
|
5%
|
1000
|
8.6
|
0.09
|
6
|
0.27
|
8
|
2.25
|
23
|
|
10
|
5%
|
10000
|
8.6
|
0.01
|
4
|
0.11
|
6
|
3.21
|
28
|
|
10
|
10%
|
100
|
12.3
|
1.00
|
5
|
2.08
|
8
|
3.56
|
14
|
|
10
|
10%
|
1000
|
12.3
|
0.18
|
2
|
1.18
|
6
|
5.92
|
17
|
|
10
|
10%
|
10000
|
12.3
|
0.03
|
2
|
0.93
|
5
|
6.86
|
20
|
|
10
|
20%
|
100
|
19.5
|
1.91
|
3
|
6.37
|
5
|
10.53
|
9
|
|
10
|
20%
|
1000
|
19.6
|
0.33
|
1
|
5.38
|
4
|
13.23
|
11
|
|
10
|
20%
|
10000
|
19.6
|
0.05
|
1
|
5.30
|
4
|
14.17
|
12
|
| | | |
Mean
|
0.45
|
3.6
|
2.49
|
6.3
|
6.74
|
17.6
|
| | | |
SD
|
0.631
|
2.40
|
2.481
|
2.29
|
4.856
|
6.58
|
|
20
|
5%
|
100
|
9.8
|
2.92
|
2
|
4.18
|
7
|
1.59
|
6
|
|
20
|
5%
|
1000
|
9.7
|
1.38
|
0
|
4.04
|
5
|
3.35
|
4
|
|
20
|
5%
|
10000
|
9.7
|
0.47
|
0
|
3.97
|
5
|
4.24
|
6
|
|
20
|
10%
|
100
|
14.4
|
5.86
|
1
|
9.06
|
5
|
5.49
|
2
|
|
20
|
10%
|
1000
|
14.3
|
2.75
|
0
|
8.90
|
5
|
7.93
|
3
|
|
20
|
10%
|
10000
|
14.3
|
0.95
|
0
|
8.85
|
4
|
8.90
|
5
|
|
20
|
20%
|
100
|
23.6
|
11.78
|
0
|
19.04
|
4
|
14.64
|
2
|
|
20
|
20%
|
1000
|
23.6
|
5.50
|
0
|
18.88
|
4
|
17.23
|
2
|
|
20
|
20%
|
10000
|
23.7
|
1.91
|
0
|
19.01
|
4
|
18.27
|
3
|
| | | |
Mean
|
3.72
|
0.3
|
10.66
|
4.7
|
9.07
|
3.7
|
| | | |
SD
|
3.558
|
0.71
|
6.586
|
0.97
|
6.209
|
1.66
|
- Strong: The alternative hypothesis is strong implying that data come from a Normal(0.97, 1). N: sample size. % effect: % of real true alternatives. S: number of tests. Significant: % of significants before adjustment. Detected: % of significant tests after adjustment. FDR: false discovery rate. SB: Sequential Bonferroni. BH: Benjamini and Hochberg. SGoF: Sequential Goodness of Fit.
