Two-Study Simulation Data
|
SEI
|
PI
|
SEI
|
PI
|
SEI
|
PI
|
Low: mean
= 0.1 (DE); 0.01 (non DE)
|
t
IDR,
γ
= 0.95
|
24.6%
|
29.9%
|
12.9%
|
18.9%
|
3.8%
|
9.0%
|
|
t
IRR,
γ
= 0.95
|
3.7%
|
0%
|
2.9%
|
1.4%
|
6.2%
|
1.5%
|
|
True Genes,
pe
FDR = 5%
|
84
|
92
|
183
|
196
|
479
|
513
|
Medium: mean
= 0.3 (DE); 0.03 (non DE)
|
t
IDR,
γ
= 0.95
|
11.2%
|
19.5%
|
10.8%
|
16.2%
|
2.6%
|
6.4%
|
|
t
IRR,
γ
= 0.95
|
16.4%
|
7.5%
|
15.9%
|
4.5%
|
16.4%
|
3.1%
|
|
True Genes,
pe
FDR = 5%
|
80
|
97
|
185
|
211
|
493
|
547
|
High: mean
= 0.7(DE); 0.07(non DE)
|
t
IDR,
γ
= 0.95
|
11.0%
|
15.3%
|
5.4%
|
7.6%
|
2.9%
|
4.9%
|
|
t
IRR,
γ
= 0.95
|
16.7%
|
7.7%
|
19.9%
|
6.6%
|
16.0%
|
4.8%
|
|
True Genes,
pe
FDR = 5%
|
93
|
105
|
212
|
235
|
572
|
617
|