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Methods in microarray normalization / edited by Phillip Stafford

Contributor(s): Material type: TextTextSeries: Drug discovery series ; 10Publication details: Boca Raton : CRC Press, c2008Description: xvi, 284 p. : ill. (some col.) ; 25 cmISBN:
  • 1420052780 (hardback : alk. paper)
  • 9781420052787 (hardback : alk. paper)
Subject(s):
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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Holdings
Item type Current library Call number Copy number Status Date due Barcode
Open Shelf Open Shelf UMPLIB GAMBANG QP624.5.D726 M47 2008 (Browse shelf(Opens below)) 1 Available 0000038802

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

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