Microarray data statistical analysis using R Shailaja R. Deshmukh

Material type: TextTextSeries: Publisher: Totowa, N.J. : Humana Press, c2007Description: various pages 23 cmISBN: 978-81-7319-850-2Subject(s): DNA microarrays | Gene expression | Microarray Analysis -- methods | Gene Expression ProfilingDDC classification: 572.8636 LOC classification: QP624.5.D726 | M512 2007
Contents:
Microarray data analysis: an overview of design, methodology, and analysis / Ashani T. Weeraratna and Dennis D. Taub -- Genomic Signal processing: from matrix algebra to genetic networks / Orly Alter -- Online analysis of microarray data using artificial neural networks / Braden Greer and Javed Khan --Signal processing and the design of microarray time-series experiments / Robert R. Klevecz, Caroline M. Li, and James L. Bolen -- Predictive models of gene regulation: application of regression methods to microarray data / Debopriya Das and Michael Q. Zhang -- Statistical framework for gene expression data analysis / Olga Modlich and Marc Munnes -- Gene expression profiles and prognostic markers for primary breast cancer / Yixin Wang ... [et al.] -- Comparing microarray studies / Mayte Suárez-Fariñas and Marcelo O. Magnasco -- A pitfall in series of microarrays: the position of probes affects the cross-correlation of gene expression profiles / Gábor Balázsi and Zoltán N. Oltvai -- In-depth queryof large genomes using tiling arrays / Manoj Pratim Samanta, Waraporn Tongprasit, and Viktor Stolc -- Analysis of comparative genomic hybridization data on cDNA microarrays / Sven Bilke and Javed Khan -- Integrated high-resolution genome-wide analysis of gene dosage and gene expression in human brain tumors / Dejan Juric ... [et al.] -- Progression-associated genes in astrocytoma identified by novel microarray gene expression data reanalysis / Tobey J. MacDonald ... [et al.] -- Interpreting microarray results with gene ontology and MeSH / John D. Osborne ... [et al.] -- Incorporation of gene ontology annotations to enhance microarray data analysis / Michael F. Ochs ... [et al.] -- Predicting survival in follicular lymphoma using tissue microarrays / Michael J. Korenberg, Pedro Farinha, and Randy D. Gascoyne.
Springer Protocols
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Includes bibliographical references and index.

Microarray data analysis: an overview of design, methodology, and analysis / Ashani T. Weeraratna and Dennis D. Taub -- Genomic Signal processing: from matrix algebra to genetic networks / Orly Alter -- Online analysis of microarray data using artificial neural networks / Braden Greer and Javed Khan --Signal processing and the design of microarray time-series experiments / Robert R. Klevecz, Caroline M. Li, and James L. Bolen -- Predictive models of gene regulation: application of regression methods to microarray data / Debopriya Das and Michael Q. Zhang -- Statistical framework for gene expression data analysis / Olga Modlich and Marc Munnes -- Gene expression profiles and prognostic markers for primary breast cancer / Yixin Wang ... [et al.] -- Comparing microarray studies / Mayte Suárez-Fariñas and Marcelo O. Magnasco -- A pitfall in series of microarrays: the position of probes affects the cross-correlation of gene expression profiles / Gábor Balázsi and Zoltán N. Oltvai -- In-depth queryof large genomes using tiling arrays / Manoj Pratim Samanta, Waraporn Tongprasit, and Viktor Stolc -- Analysis of comparative genomic hybridization data on cDNA microarrays / Sven Bilke and Javed Khan -- Integrated high-resolution genome-wide analysis of gene dosage and gene expression in human brain tumors / Dejan Juric ... [et al.] -- Progression-associated genes in astrocytoma identified by novel microarray gene expression data reanalysis / Tobey J. MacDonald ... [et al.] -- Interpreting microarray results with gene ontology and MeSH / John D. Osborne ... [et al.] -- Incorporation of gene ontology annotations to enhance microarray data analysis / Michael F. Ochs ... [et al.] -- Predicting survival in follicular lymphoma using tissue microarrays / Michael J. Korenberg, Pedro Farinha, and Randy D. Gascoyne.

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