Statistical Analysis of Gene Expression Microarray Data (Chapman & Hall/CRC Interdisciplinary Statistics) - Tapa dura

Libro 7 de 45: Chapman & Hall/CRC Interdisciplinary Statistics
 
9781584883272: Statistical Analysis of Gene Expression Microarray Data (Chapman & Hall/CRC Interdisciplinary Statistics)
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ISBN 10: 1584883278 ISBN 13: 9781584883272
Editorial: Chapman and Hall/CRC, 2003

Sinopsis

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.

    • "Sinopsis" puede pertenecer a otra edición de este libro.

    Acerca del autor

    Terry Speed

    "Sobre este título" puede pertenecer a otra edición de este libro.

    Editorial
    Chapman and Hall/CRC
    Año de publicación
    2003
    Idioma
    Inglés
    ISBN 10 
    1584883278
    ISBN 13 
    9781584883272
    Encuadernación
    Tapa dura
    Número de edición
    1
    Número de páginas
    236
    Editor
    Speed Terry
    Contacto del fabricante
    no disponible
    Persona responsable
    Logos Europe
    contact@logoseurope.eu

    Rue Nicolas Possin 9
    La Rochelle
    17000
    Francia

    Otras ediciones populares con el mismo título

    9780367413354: Statistical Analysis Of Gene Expression Microarray Data

    Edición Destacada

    ISBN 10:  0367413353 ISBN 13:  9780367413354
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