Table 5 Average empirical power
From: Unsupervised gene set testing based on random matrix theory
# | Cov. struct, n, σ 2, ρ | TWT | MPDT | MLRT | SGSE |
|---|---|---|---|---|---|
MVN-1 | Single block, 100, 1, 0.1 |
0.87
| 0.35 | 0.79 | 0.76 |
MVN-2 | Single block, 50, 1, 0.1 | 0.52 | 0.20 | 0.42 |
0.55
|
MVN-3 | Single block, 20, 1, 0.1 | 0.24 | 0.16 | 0.18 |
0.37
|
MVN-4 | Single block, 100, 1, 0.15 |
0.99
| 0.66 | 0.97 | 0.95 |
MVN-5 | Single block, 100, 1.1, 0 |
0.41
| 0.38 | 0.16 | 0.10 |
MVN-6 | Single block, 100, 1.15, 0 | 0.63 |
0.68
| 0.29 | 0.10 |
MVN-7 | Multi-block, 100, 1, 0.2/0 | 0.31 | 0.28 |
0.56
| 0.19 |
MVN-8 | Anti-cor. multi-block, 100, 1, 0.1/-0.1 |
0.85
| 0.32 | 0.74 | 0.06 |
MVN-9 | Repeated block, 100, 1, 0.1 |
0.49
| 0.11 | 0.23 | 0.10 |
Binom-1 | Single block,100, 1, 0.1 |
0.64
| 0.02 | 0.26 | 0.55 |
