Methods in microarray normalization
By: edited by Phillip Stafford.
Contributors: Stafford, Phillip.
Series: Drug discovery series -- 10
Publisher: CRC Press
Published: 2008
Place of publication: Boca Raton
Language: eng
Number of pages: 284
ISBN-13: 9781420052787
Subjects: DNA microarrays; Gene expression; Microarray Analysis -- methods; Gene Expression Profiling -- methods
Notes: Includes bibliographical references and index.
Table of contents: title: A comprehensive analysis of the effect of microarray data preprocessing methods on differentially expressed transcript selection; title: Differentiation detection in microarray normalization; title: Preprocessing and normalization for Affymetrix GeneChip expression microarrays; title: Spatial detrending and normalization methods for two-channel DNA and protein microarray data; title: A survey of cDNA microarray normalization and a comparison by k-NN classification; title: Technical variation in modeling the joint expression of several genes; title: Biological interpretation for microarray normalization selection; title: Methodology of functional analysis for omics data normalization; title: Exon array analysis for the detection of alternative splicing; title: Normalization of array CGH data; title: SNP array-based analysis for the detection of chromosomal aberrations and copy number variations.