Methods in microarray normalization
Methods in microarray normalization [electronic resource] /
edited by Phillip Stafford.
- Boca Raton : CRC Press, c2008.
- xvi, 284 p. : ill. (some col.).
- Drug discovery series ; 10 .
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.
Mode of access: World Wide Web.
9781420052794 (ebook : PDF)
DNA microarrays.
Gene expression.
Electronic books.
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.
Mode of access: World Wide Web.
9781420052794 (ebook : PDF)
DNA microarrays.
Gene expression.
Electronic books.