Table 1 The averaged ACVL for several values of K across 100 simulations. Of the 2,000 genes, 50 genes were configured to be informative. The number of patients was 100.
Correlation matrix | ||||||
|---|---|---|---|---|---|---|
Exchangeable | Lymphoma data* | |||||
ρ = 0.2 | ρ = 0.7 | |||||
K | CC† | MC‡ | CC | MC | CC | MC |
1 | 41.2 | 41.2 | 51.6 | 51.6 | 48.2 | 48.2 |
5 | 33.3 | 34.1 | 46.7 | 48.2 | 45.6 | 46.4 |
10 | 29.3 | 33.2 | 43.3 | 46.6 | 45.2 | 48.2 |
20 | 24.9 | 49.0 | 38.4 | 62.1 | 45.0 | 57.4 |
50 | 17.3 | - | 34.6 | - | 41.7 | - |
75 | 21.3 | - | 40.1 | - | 42.3 | - |
100 | 25.3 | - | 44.0 | - | 43.2 | - |
200 | 36.0 | - | 53.3 | - | 47.0 | - |
500 | 50.6 | - | 63.6 | - | 53.9 | - |
1000 | 56.6 | - | 70.3 | - | 58.8 | - |