From: Statistical aspects of omics data analysis using the random compound covariate
n | cen. | Scenarios 1 | Scenarios 2 | ||||||
---|---|---|---|---|---|---|---|---|---|
 |  | SRC B | SC B | SRC W | SC W | SRC B | SC B | SRC W | SC W |
Strong effect: β= [β1, β2, ..., β30]T = [1, 1, ..., 1]T |  |  |  | ||||||
50 | 10% | 0.757 | 0.742 | 0.675 | 0.650 | 0.600 | 0.599 | 0.723 | 0.692 |
 | 30% | 0.624 | 0.580 | 0.536 | 0.490 | 0.480 | 0.422 | 0.546 | 0.505 |
 | 50% | 0.448 | 0.350 | 0.381 | 0.312 | 0.350 | 0.250 | 0.359 | 0.294 |
75 | 10% | 0.960 | 0.956 | 0.907 | 0.902 | 0.876 | 0.870 | 0.944 | 0.942 |
 | 30% | 0.883 | 0.864 | 0.828 | 0.766 | 0.783 | 0.771 | 0.875 | 0.822 |
 | 50% | 0.758 | 0.626 | 0.690 | 0.526 | 0.607 | 0.494 | 0.694 | 0.580 |
100 | 10% | 0.998 | 0.997 | 0.985 | 0.982 | 0.974 | 0.973 | 0.996 | 0.995 |
 | 30% | 0.982 | 0.974 | 0.948 | 0.917 | 0.940 | 0.905 | 0.966 | 0.955 |
 | 50% | 0.928 | 0.846 | 0.868 | 0.730 | 0.806 | 0.695 | 0.883 | 0.802 |
Low effect: β= [β1, β2, ..., β30]T = [0.5, 0.5, ..., 0.5]T |  |  |  | ||||||
50 | 10% | 0.666 | 0.625 | 0.594 | 0.576 | 0.266 | 0.242 | 0.326 | 0.305 |
 | 30% | 0.498 | 0.487 | 0.440 | 0.430 | 0.206 | 0.165 | 0.224 | 0.214 |
 | 50% | 0.362 | 0.285 | 0.328 | 0.244 | 0.144 | 0.122 | 0.162 | 0.124 |
75 | 10% | 0.930 | 0.924 | 0.859 | 0.850 | 0.492 | 0.466 | 0.574 | 0.570 |
 | 30% | 0.824 | 0.756 | 0.756 | 0.688 | 0.370 | 0.325 | 0.432 | 0.421 |
 | 50% | 0.642 | 0.553 | 0.571 | 0.469 | 0.263 | 0.206 | 0.312 | 0.224 |
100 | 10% | 0.992 | 0.990 | 0.964 | 0.950 | 0.662 | 0.654 | 0.796 | 0.792 |
 | 30% | 0.959 | 0.944 | 0.918 | 0.850 | 0.558 | 0.505 | 0.652 | 0.594 |
 | 50% | 0.852 | 0.760 | 0.802 | 0.654 | 0.412 | 0.319 | 0.472 | 0.370 |