Table 5 Statistical evaluation of normalization methods
From: DBNorm: normalizing high-density oligonucleotide microarray data based on distributions
Method | Min. | 1st Qu. | Median | Mean | 3rd Qu. | Max. |
|---|---|---|---|---|---|---|
z-score | −1.741 | −0.739 | −0.112 | 0.000 | 0.553 | 4.688 |
AvgDiff | −1.827 | −0.742 | −0.097 | 0.000 | 0.591 | 4.689 |
Quantile | −1.628 | −0.846 | −0.082 | 0.000 | 0.673 | 3.910 |
ComBat | −2.536 | −0.811 | −0.064 | 0.000 | 0.681 | 4.910 |
DBNorm | −1.636 | −0.854 | −0.073 | 0.000 | 0.690 | 3.748 |