From: A robust measure of correlation between two genes on a microarray
Normal | Lognormal | Beta(2,2) | Slash | One-wild | ||
---|---|---|---|---|---|---|
n = 15 | Pearson | 0.894 (0.06) | 0.887 (0.05) | 0.885 (0.07) | 0.588 (0.43) | 0.389 (0.26) |
Spearman | 0.860 (0.08) | 0.917 (0.05) | 0.841 (0.09) | 0.723 (0.18) | 0.745 (0.14) | |
Perc. Bend | 0.879 (0.07) | 0.927 (0.05) | 0.859 (0.09) | 0.722 (0.19) | 0.772 (0.14) | |
BWC (brk = 0.1) | 0.894 (0.06) | 0.898 (0.05) | 0.885 (0.07) | 0.721 (0.29) | 0.860 (0.11) | |
BWC (brk = 0.2) | 0.893 (0.06) | 0.918 (0.05) | 0.883 (0.07) | 0.817 (0.21) | 0.892 (0.06) | |
n = 25 | Pearson | 0.897 (0.04) | 0.894 (0.04) | 0.892 (0.04) | 0.671 (0.39) | 0.481 (0.20) |
Spearman | 0.871 (0.06) | 0.931 (0.03) | 0.858 (0.06) | 0.774 (0.13) | 0.802 (0.09) | |
Perc. Bend | 0.882 (0.05) | 0.931 (0.03) | 0.868 (0.06) | 0.774 (0.13) | 0.820 (0.08) | |
BWC (brk = 0.1) | 0.897 (0.04) | 0.910 (0.04) | 0.891 (0.05) | 0.809 (0.18) | 0.896 (0.04) | |
BWC (brk = 0.2) | 0.897 (0.05) | 0.920 (0.04) | 0.890 (0.05) | 0.870 (0.11) | 0.896 (0.05) | |
BWC (brk = 0.4) | 0.893 (0.06) | 0.925 (0.05) | 0.882 (0.08) | 0.889 (0.08) | 0.893 (0.06) | |
n = 50 | Pearson | 0.899 (0.03) | 0.897 (0.03) | 0.896 (0.03) | 0.757 (0.34) | 0.606 (0.13) |
Spearman | 0.882 (0.04) | 0.939 (0.02) | 0.870 (0.04) | 0.811 (0.08) | 0.845 (0.05) | |
Perc. Bend | 0.886 (0.03) | 0.933 (0.02) | 0.874 (0.04) | 0.811 (0.09) | 0.854 (0.05) | |
BWC (brk = 0.1) | 0.899 (0.03) | 0.911 (0.03) | 0.896 (0.03) | 0.863 (0.09) | 0.898 (0.03) | |
BWC (brk = 0.2) | 0.899 (0.03) | 0.916 (0.03) | 0.895 (0.03) | 0.890 (0.06) | 0.898 (0.03) | |
BWC (brk = 0.4) | 0.898 (0.04) | 0.918 (0.04) | 0.892 (0.04) | 0.895 (0.05) | 0.896 (0.04) |