Motivation: Microarray analysis is a technology for monitoring gene expression levels on a large scale and has been widely used in functional genomics. A challenging issue in the analysis of microarray data is normalization. A proper normalization procedure ensures that the intensity ratios provide meaningful measures of relative expression levels. There are two important questions concerning n...