Table 3 Simulation designs for statistical power
From: Unsupervised gene set testing based on random matrix theory
Power design # | Covariance structure | g | p | n | σ 2 | ρ |
|---|---|---|---|---|---|---|
MVN-1 | Single block | 10 | 100 | 100 | 1 | 0.1 |
MVN-2 | Single block | 10 | 100 | 50 | 1 | 0.1 |
MVN-3 | Single block | 10 | 100 | 20 | 1 | 0.1 |
MVN-4 | Single block | 10 | 100 | 100 | 1 | 0.15 |
MVN-5 | Single block | 10 | 100 | 100 | 1.1 | 0 |
MVN-6 | Single block | 10 | 100 | 100 | 1.15 | 0 |
MVN-7 | Multi-block | 10 | 100 | 100 | 1 | 0.2/0 |
MVN-8 | Anti-cor. multi-block | 10 | 100 | 100 | 1 | 0.1/-0.1 |
MVN-9 | Repeated block | 10 | 100 | 100 | 1 | 0.1 |
Binomial-1 | Single block | 10 | 100 | 100 | 0.375 | 0.1 |