TY - BOOK AU - Stafford,Phillip TI - Methods in microarray normalization T2 - Drug discovery series SN - 9781420052794 (ebook : PDF) PY - 2008/// CY - Boca Raton PB - CRC Press KW - DNA microarrays KW - Gene expression KW - Electronic books KW - lcsh N1 - Includes bibliographical references and index; 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; Also available in print edition; CRC Press (http://www.crcpress.com) UR - http://marc.crcnetbase.com/isbn/9781420052794 ER -