Affymetrix normalisations | ||||||||
---|---|---|---|---|---|---|---|---|
Filter (app. N) | Illumina normalisations | Scale – Avgdiff | Quantile-median polish | MAS 5.0 | Li-Wong | RMA | GC-RMA | vsn |
5% (560) | Quantile | 0.936 | 0.946 | 0.936 | 0.941 | 0.949 | 0.949 | 0.946 |
Loess | 0.940 | 0.945 | 0.944 | 0.944 | 0.949 | 0.949 | 0.954 | |
Rank | 0.941 | 0.947 | 0.944 | 0.945 | 0.951 | 0.951 | 0.953 | |
vsn | 0.940 | 0.947 | 0.945 | 0.947 | 0.952 | 0.952 | 0.953 | |
10% (1125) | Quantile | 0.922 | 0.936 | 0.920 | 0.932 | 0.940 | 0.944 | 0.939 |
Loess | 0.922 | 0.932 | 0.925 | 0.933 | 0.939 | 0.943 | 0.944 | |
Rank | 0.924 | 0.935 | 0.925 | 0.934 | 0.941 | 0.944 | 0.944 | |
vsn | 0.921 | 0.933 | 0.926 | 0.937 | 0.943 | 0.946 | 0.942 | |
25% (2700) | Quantile | 0.843 | 0.875 | 0.836 | 0.857 | 0.893 | 0.887 | 0.883 |
Loess | 0.834 | 0.868 | 0.834 | 0.854 | 0.888 | 0.884 | 0.882 | |
Rank | 0.843 | 0.874 | 0.838 | 0.859 | 0.894 | 0.887 | 0.886 | |
vsn | 0.826 | 0.860 | 0.844 | 0.863 | 0.897 | 0.890 | 0.873 | |
50% (4600) | Quantile | 0.760 | 0.807 | 0.596 | 0.730 | 0.824 | 0.825 | 0.816 |
Loess | 0.746 | 0.800 | 0.596 | 0.725 | 0.818 | 0.823 | 0.813 | |
Rank | 0.759 | 0.805 | 0.598 | 0.731 | 0.825 | 0.825 | 0.817 | |
vsn | 0.724 | 0.766 | 0.607 | 0.728 | 0.807 | 0.814 | 0.780 | |
100% (10018) | Quantile | 0.666 | 0.732 | 0.289 | 0.428 | 0.732 | 0.739 | 0.735 |
Loess | 0.645 | 0.722 | 0.285 | 0.421 | 0.724 | 0.735 | 0.730 | |
Rank | 0.653 | 0.721 | 0.286 | 0.422 | 0.723 | 0.731 | 0.727 | |
vsn | 0.590 | 0.647 | 0.280 | 0.402 | 0.670 | 0.674 | 0.656 |