Microarray Data Analysis

Lieferzeit: Lieferbar innerhalb 14 Tagen

106,99 

Methods and Applications, Methods in Molecular Biology 377

ISBN: 1627039090
ISBN 13: 9781627039093
Herausgeber: Michael J Korenberg
Verlag: Humana Press
Umfang: xiii, 273 S.
Erscheinungsdatum: 31.10.2014
Auflage: 1/2014
Produktform: Kartoniert
Einband: Kartoniert

Information on an array of topics including genomic signal processing, matrix algebra and genetic networks, predictive models of gene regulation, comparing microarray studies, identifying progression-associated genes in astrocytoma, analysis of comparative genomic hybridization data on cDNA microarrays, statistical framework for gene expression analysis, and interpretation ingof microarray results with gene ontology and MeSH ontologyUse classic, novel, and state-of-the-art methods in a readily reproducible formatMaster tricks of the trade, troubleshoot, and avoid known pitfalls

Artikelnummer: 7807733 Kategorie:

Beschreibung

In this new volume, renowned authors contribute fascinating, cutting-edge insights into microarray data analysis. Included in this innovative book includes are in-depth looks intopresentations of genomic signal processing, artificial neural network use for microarray data analysis, signal processing and design of microarray time series experiments, application of regression methods, gene expression sprofiles and prognostic markers for primary breast cancer, and factors affecting the cross-correlation of gene expression profiles. Also detailed are use of tiling arrays for large genomes analysis using tiling arrays, acomparative genomic hybridization data on cDNA microarrays, integrated high-resolution genome-wide analysis of gene dosage and gene expression in human brain tumors, gene and MeSH ontology, and predicting survival prediction in follicular lymphoma using tissue microarrays. The protocols follow the successful Methods in Molecular Biology series format, offering step-by-step instructions, an introduction outlining the principles behind the technique, lists of the necessary equipment and reagents, and tips on troubleshooting and avoiding pitfalls.

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E-Mail: juergen.hartmann@springer.com

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