Five-Study Simulation Data
|
SEI
|
PI
|
SEI
|
PI
|
SEI
|
PI
|
Low : mean
= 0.1 (DE); 0.01(non DE)
|
t
IRR,
γ
= 0.95
|
13.7%
|
34.7%
|
3.8%
|
20.6%
|
0%
|
11.4%
|
|
t
IRR,
γ
= 0.95
|
4.5%
|
0%
|
6.7%
|
0.6%
|
15.4%
|
1.4%
|
|
True Genes,
pe
FDR = 5%
|
88
|
106
|
187
|
215
|
496
|
576
|
Medium : mean
= 0.3 (DE); 0.03 (non DE)
|
t
IDR,
γ
= 0.95
|
7.2%
|
21.3%
|
2.2%
|
15.2%
|
0%
|
6.7%
|
|
t
IRR,
γ
= 0.95
|
9.4%
|
0%
|
10.2%
|
3.6%
|
16.8%
|
3.0%
|
|
True Genes,
pe
FDR = 5%
|
99
|
118
|
212
|
241
|
571
|
642
|
High : mean
= 0.7 (DE); 0.07 (non DE)
|
t
IDR,
γ
= 0.95
|
3.8%
|
13.3%
|
0%
|
5.4%
|
0%
|
3.4%
|
|
t
IRR,
γ
= 0.95
|
9.8%
|
0.9%
|
7.9%
|
2.8%
|
10.7%
|
3.5%
|
|
True Genes,
pe
FDR = 5%
|
122
|
135
|
259
|
270
|
654
|
688
|