Randomization, Bootstrap And Monte Carlo Methods in Biology - Couverture rigide

Livre 85 sur 139: Chapman & Hall/CRC Texts in Statistical Science

Manly, Bryan F. J.; Manly, Bryan F.J.

 
9781584885412: Randomization, Bootstrap And Monte Carlo Methods in Biology
Couverture rigide
ISBN 10 : 1584885416 ISBN 13 : 9781584885412
Editeur : Chapman & Hall/CRC, 2006

Synopsis

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.

    • Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

    À propos de l?auteur

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

    Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

    Éditeur
    Chapman & Hall/CRC
    Date d'édition
    2006
    Langue
    anglais
    ISBN 10 
    1584885416
    ISBN 13 
    9781584885412
    Reliure
    Relié
    Numéro d'édition
    3
    Nombre de pages
    480
    Coordonnées du fabricant
    non disponible
    Personne responsable
    non disponible

    Autres éditions populaires du même titre

    9780412721304: Randomization, Bootstrap and Monte Carlo Methods in Biology, Second Edition

    Edition présentée

    ISBN 10 :  0412721309 ISBN 13 :  9780412721304
    Editeur : Chapman & Hall/CRC, 1997
    Couverture rigide