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Methods in microarray normalization [electronic resource] / edited by Phillip Stafford.

Contributor(s): Stafford, PhillipMaterial type: TextTextSeries: Drug discovery series ; 10Publication details: Boca Raton : CRC Press, c2008. Description: xvi, 284 p. : ill. (some col.)ISBN: 9781420052794 (ebook : PDF)Subject(s): DNA microarrays | Gene expressionGenre/Form: Electronic books.Additional physical formats: No titleOnline resources: Click here to access online Also available in print edition. CRC Press (http://www.crcpress.com)
Contents:
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.
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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)

Mode of access: World Wide Web.

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