Affymetrix normalisations | ||||||||
---|---|---|---|---|---|---|---|---|
Filter (app. N) | Illumina normalisations | Scale – Avgdiff | Quantile-median polish | MAS 5.0 | Li-Wong | RMA | GC-RMA | vsn |
5% (400) | Quantile | 0.942 | 0.949 | 0.937 | 0.944 | 0.951 | 0.945 | 0.953 |
Loess | 0.948 | 0.950 | 0.946 | 0.948 | 0.952 | 0.948 | 0.959 | |
Rank | 0.947 | 0.951 | 0.944 | 0.947 | 0.953 | 0.948 | 0.959 | |
vsn | 0.949 | 0.954 | 0.947 | 0.948 | 0.957 | 0.951 | 0.961 | |
10% (900) | Quantile | 0.928 | 0.938 | 0.922 | 0.935 | 0.947 | 0.947 | 0.942 |
Loess | 0.930 | 0.936 | 0.928 | 0.937 | 0.946 | 0.947 | 0.947 | |
Rank | 0.930 | 0.937 | 0.927 | 0.937 | 0.947 | 0.948 | 0.946 | |
vsn | 0.928 | 0.935 | 0.927 | 0.935 | 0.946 | 0.946 | 0.944 | |
25% (2600) | Quantile | 0.864 | 0.885 | 0.867 | 0.869 | 0.898 | 0.896 | 0.894 |
Loess | 0.860 | 0.881 | 0.869 | 0.866 | 0.895 | 0.894 | 0.895 | |
Rank | 0.865 | 0.884 | 0.870 | 0.869 | 0.898 | 0.897 | 0.896 | |
vsn | 0.858 | 0.880 | 0.876 | 0.874 | 0.905 | 0.904 | 0.892 | |
50% (15600) | Quantile | 0.781 | 0.820 | 0.689 | 0.766 | 0.826 | 0.825 | 0.829 |
Loess | 0.772 | 0.815 | 0.688 | 0.760 | 0.821 | 0.822 | 0.828 | |
Rank | 0.781 | 0.819 | 0.691 | 0.766 | 0.826 | 0.825 | 0.830 | |
vsn | 0.758 | 0.796 | 0.695 | 0.768 | 0.822 | 0.819 | 0.809 | |
100% (14242) | Quantile | 0.662 | 0.724 | 0.284 | 0.417 | 0.712 | 0.722 | 0.727 |
Loess | 0.646 | 0.718 | 0.280 | 0.407 | 0.704 | 0.718 | 0.723 | |
Rank | 0.650 | 0.715 | 0.280 | 0.410 | 0.704 | 0.714 | 0.720 | |
vsn | 0.595 | 0.652 | 0.275 | 0.397 | 0.660 | 0.666 | 0.659 |