From: Integrated analysis of the heterogeneous microarray data
Type | ρ | Meta analysis | Two-stage ANOVA | LMe | |||||
---|---|---|---|---|---|---|---|---|---|
M1 | M2 | M3 | M4 | M5 | |||||
1 | 0 | Power | 0.2087 | 0.1983 | 0.2770 | 0.2073 | 0.2610 | 0.2273 | 0.2240 |
FDR | 0.0740 | 0.0600 | 0.1150 | 0.0730 | 0.0863 | 0.0746 | 0.0807 | ||
0.2 | Power | 0.1863 | 0.1683 | 0.3493 | 0.2570 | 0.2847 | 0.2607 | 0.1903 | |
FDR | 0.0345 | 0.0307 | 0.0958 | 0.0666 | 0.0707 | 0.0668 | 0.0371 | ||
0.4 | Power | 0.1543 | 0.1403 | 0.4783 | 0.3950 | 0.4007 | 0.3953 | 0.1580 | |
FDR | 0.0170 | 0.0186 | 0.0718 | 0.0558 | 0.0573 | 0.0557 | 0.0104 | ||
2 | 0 | Power | 0.1453 | 0.1423 | 0.3650 | 0.3067 | 0.3093 | 0.3073 | 0.1570 |
FDR | 0.0224 | 0.0251 | 0.0920 | 0.0564 | 0.0569 | 0.0563 | 0.0248 | ||
0.2 | Power | 0.1290 | 0.1347 | 0.3373 | 0.2867 | 0.2867 | 0.2867 | 0.1450 | |
FDR | 0.0203 | 0.0098 | 0.0858 | 0.0591 | 0.591 | 0.0591 | 0.0247 | ||
0.4 | Power | 0.1490 | 0.1497 | 0.3700 | 0.3150 | 0.3170 | 0.3150 | 0.1503 | |
FDR | 0.0283 | 0.0323 | 0.1091 | 0.0680 | 0.0676 | 0.0680 | 0.0363 | ||
3 | Power | 0.1517 | 0.0010 | 1.000 | 1.0000 | 1.0000 | 1.0000 | 0.0043 | |
FDR | 0.0000 | 0.0000 | 0.0712 | 0.0455 | 0.0455 | 0.0455 | 0.0000 |