Title | Methods in microarray normalization [electronic resource] / edited by Phillip Stafford |
---|---|
Imprint | Boca Raton : CRC Press, c2008 |
Connect to | http://marc.crcnetbase.com/isbn/9781420052794 |
Descript | xvi, 284 p. : ill. (some col.) |
A comprehensive analysis of the effect of microarray data preprocessing methods on differentially expressed transcript selection -- Differentiation detection in microarray normalization -- Preprocessing and normalization for Affymetrix GeneChip expression microarrays -- Spatial detrending and normalization methods for two-channel DNA and protein microarray data -- A survey of cDNA microarray normalization and a comparison by k-NN classification -- Technical variation in modeling the joint expression of several genes -- Biological interpretation for microarray normalization selection -- Methodology of functional analysis for omics data normalization -- Exon array analysis for the detection of alternative splicing -- Normalization of array CGH data -- SNP array-based analysis for the detection of chromosomal aberrations and copy number variations