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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