|
Weak
| | |
SB
|
BH
|
SGoF
|
---|
N
|
% effect
|
S
|
Significant
|
Detected
|
FDR
|
Detected
|
FDR
|
Detected
|
FDR
|
5
|
5%
|
100
|
5.2
|
0.04
|
98
|
0.04
|
98
|
0.07
|
85
|
5
|
5%
|
1000
|
5.2
|
0.01
|
78
|
0.01
|
80
|
0.01
|
91
|
5
|
5%
|
10000
|
5.2
|
0.00
|
91
|
0.00
|
88
|
0.02
|
89
|
5
|
10%
|
100
|
5.4
|
0.06
|
86
|
0.06
|
87
|
0.09
|
83
|
5
|
10%
|
1000
|
5.5
|
0.01
|
83
|
0.01
|
84
|
0.04
|
78
|
5
|
10%
|
10000
|
5.5
|
0.00
|
80
|
0.00
|
83
|
0.11
|
80
|
5
|
20%
|
100
|
5.9
|
0.08
|
57
|
0.08
|
60
|
0.12
|
64
|
5
|
20%
|
1000
|
6.0
|
0.01
|
57
|
0.01
|
58
|
0.13
|
63
|
5
|
20%
|
10000
|
6.0
|
0.00
|
70
|
0.00
|
69
|
0.54
|
63
|
| | |
Mean
|
0.02
|
77.8
|
0.02
|
78.6
|
0.12
|
77.3
|
| | |
SD
|
0.030
|
14.18
|
0.030
|
13.45
|
0.161
|
11.24
|
10
|
5%
|
100
|
5.7
|
0.05
|
72
|
0.06
|
70
|
0.09
|
80
|
10
|
5%
|
1000
|
5.6
|
0.01
|
69
|
0.01
|
67
|
0.06
|
77
|
10
|
5%
|
10000
|
5.6
|
0.00
|
71
|
0.00
|
71
|
0.22
|
74
|
10
|
10%
|
100
|
6.2
|
0.06
|
56
|
0.08
|
57
|
0.19
|
67
|
10
|
10%
|
1000
|
6.2
|
0.01
|
44
|
0.01
|
47
|
0.24
|
59
|
10
|
10%
|
10000
|
6.3
|
0.00
|
44
|
0.00
|
45
|
0.84
|
61
|
10
|
20%
|
100
|
7.6
|
0.12
|
35
|
0.15
|
35
|
0.52
|
42
|
10
|
20%
|
1000
|
7.5
|
0.01
|
30
|
0.02
|
30
|
1.14
|
42
|
10
|
20%
|
10000
|
7.5
|
0.00
|
27
|
0.00
|
30
|
2.11
|
44
|
| | |
Mean
|
0.03
|
49.8
|
0.04
|
50.2
|
0.60
|
60.7
|
| | |
SD
|
0.041
|
17.85
|
0.051
|
16.72
|
0.674
|
15.15
|
20
|
5%
|
100
|
6.4
|
0.14
|
33
|
0.17
|
35
|
0.20
|
60
|
20
|
5%
|
1000
|
6.5
|
0.02
|
31
|
0.03
|
30
|
0.33
|
51
|
20
|
5%
|
10000
|
6.4
|
0.00
|
18
|
0.00
|
19
|
1.01
|
53
|
20
|
10%
|
100
|
7.8
|
0.24
|
17
|
0.32
|
18
|
0.61
|
38
|
20
|
10%
|
1000
|
7.9
|
0.03
|
13
|
0.06
|
16
|
1.53
|
36
|
20
|
10%
|
10000
|
7.9
|
0.01
|
7
|
0.01
|
10
|
2.46
|
40
|
20
|
20%
|
100
|
10.7
|
0.36
|
8
|
0.57
|
10
|
2.24
|
24
|
20
|
20%
|
1000
|
10.8
|
0.06
|
6
|
0.15
|
9
|
4.38
|
25
|
20
|
20%
|
10000
|
10.8
|
0.01
|
4
|
0.04
|
6
|
5.35
|
27
|
| | |
Mean
|
0.10
|
15.22
|
0.15
|
17
|
2.01
|
39.3
|
| | |
SD
|
0.126
|
10.67
|
0.188
|
9.89
|
1.81
|
13.02
|
- Weak: The alternative hypothesis is weak implying that data come from a Normal(0.36, 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.