Statistical Analysis of Gene Expression Microarray Data (Interdisciplinary Statistics) - Hardcover

Buch 7 von 45: Chapman & Hall/CRC Interdisciplinary Statistics
 
9781584883272: Statistical Analysis of Gene Expression Microarray Data (Interdisciplinary Statistics)
Hardcover
ISBN 10: 1584883278 ISBN 13: 9781584883272
Verlag: Chapman & Hall/CRC, 2003

Inhaltsangabe

Although less than a decade old, the field of microarray data analysis is now thriving and growing at a remarkable pace. Biologists, geneticists, and computer scientists as well as statisticians all need an accessible, systematic treatment of the techniques used for analyzing the vast amounts of data generated by large-scale gene expression studies. And there is arguably no group better qualified to do so than the authors of this book.

Statistical Analysis of Gene Expression Microarray Data promises to become the definitive basic reference in the field. Under the editorship of Terry Speed, some of the world's most pre-eminent authorities have joined forces to present the tools, features, and problems associated with the analysis of genetic microarray data. These include::

  • Model-based analysis of oligonucleotide arrays, including expression index computation, outlier detection, and standard error applications
  • Design and analysis of comparative experiments involving microarrays, with focus on \ two-color cDNA or long oligonucleotide arrays on glass slides
  • Classification issues, including the statistical foundations of classification and an overview of different classifiers
  • Clustering, partitioning, and hierarchical methods of analysis, including techniques related to principal components and singular value decomposition

    Although the technologies used in large-scale, high throughput assays will continue to evolve, statistical analysis will remain a cornerstone of their success and future development. Statistical Analysis of Gene Expression Microarray Data will help you meet the challenges of large, complex datasets and contribute to new methodological and computational advances.

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    Über die Autorin bzw. den Autor

    Terry Speed

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    Verlag
    Chapman & Hall/CRC
    Erscheinungsdatum
    2003
    Sprache
    Englisch
    ISBN 10 
    1584883278
    ISBN 13 
    9781584883272
    Einband
    Gebundene Ausgabe
    Anzahl der Seiten
    222
    Herausgeber
    Speed T. P.
    Kontakt zum Hersteller
    Nicht verfügbar
    Verantwortliche Person
    Buchbär
    info@buchbaer.de

    Weberstr. 67
    Osnabrück
    49084
    Deutschland

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