Randomization, Bootstrap and Monte Carlo Methods in Biology (Chapman & Hall/CRC Texts in Statistical Science) - Hardcover

Manly, Bryan F.J.

 
9781584885412: Randomization, Bootstrap and Monte Carlo Methods in Biology (Chapman & Hall/CRC Texts in Statistical Science)
Hardcover
ISBN 10: 1584885416 ISBN 13: 9781584885412
Verlag: Chapman and Hall/CRC, 2006

Inhaltsangabe

Modern computer-intensive statistical methods play a key role in solving many problems across a wide range of scientific disciplines. This new edition of the bestselling Randomization, Bootstrap and Monte Carlo Methods in Biology illustrates the value of a number of these methods with an emphasis on biological applications.

This textbook focuses on three related areas in computational statistics: randomization, bootstrapping, and Monte Carlo methods of inference. The author emphasizes the sampling approach within randomization testing and confidence intervals. Similar to randomization, the book shows how bootstrapping, or resampling, can be used for confidence intervals and tests of significance. It also explores how to use Monte Carlo methods to test hypotheses and construct confidence intervals.

New to the Third Edition

  • Updated information on regression and time series analysis, multivariate methods, survival and growth data as well as software for computational statistics
  • References that reflect recent developments in methodology and computing techniques
  • Additional references on new applications of computer-intensive methods in biology

    Providing comprehensive coverage of computer-intensive applications while also offering data sets online, Randomization, Bootstrap and Monte Carlo Methods in Biology, Third Edition supplies a solid foundation for the ever-expanding field of statistics and quantitative analysis in biology.

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    Über die Autorin bzw. den Autor

    Bryan F.J. Manly (University of Otago, Dunedin, New Zealand),  Jorge A. Navarro Alberto

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    Verlag
    Chapman and Hall/CRC
    Erscheinungsdatum
    2006
    Sprache
    Englisch
    ISBN 10 
    1584885416
    ISBN 13 
    9781584885412
    Einband
    Tapa dura
    Auflage
    3
    Anzahl der Seiten
    480
    Kontakt zum Hersteller
    Nicht verfügbar
    Verantwortliche Person
    Nicht verfügbar

    Weitere beliebte Ausgaben desselben Titels

    9780412721304: Randomization, Bootstrap and Monte Carlo Methods in Biology, Second Edition (Chapman & Hall/CRC Texts in Statistical Science)

    Vorgestellte Ausgabe

    ISBN 10:  0412721309 ISBN 13:  9780412721304
    Verlag: Chapman and Hall/CRC, 1997
    Hardcover