Permutation Tests.: A Practical Guide to Resampling Methods for Testing Hypotheses - Couverture souple

Good, Phillip

Couverture souple

ISBN 10 : 038798898X ISBN 13 : 9780387988986

Editeur : Springer-Verlag New York Inc., 2000

Synopsis

This book provides a step-by-step manual on the application of permutation tests in biology, business, medicine, science, and engineering. Its intuitive and informal style will ideally suit it as a text for students and researchers whether experienced or coming to these resampling methods for the first time. The real-world problems of missing and censored data, multiple comparisons, nonresponders, after-the-fact covariates, and outliers are dealt with at length. The book's main features include: * detailed consideration of one-, two-, and k-sample tests, contingency tables, experimental design, clinical trials, cluster analysis, multiple comparisons, multivariate data, regression, and sample size reduction; * numerous practical applications in archeology, biology, climatology, economics, education, medicine, and the social sciences; * valuable techniques for reducing computation time; * practical advice on experimental design; * comparisons with bootstrap, parametric, and nonparametric techniques; * an extensive three-part bibliography featuring more than 1,000 articles. This new edition has more than 100 additional pages, and includes streamlined statistics for the k-sample comparison and analysis of variance plus expanded sections on computational techniques, multiple comparisons, multiple regression, comparing variances, and testing interactions in balanced designs. Comprehensive author and subject indexes, plus an expert-system guide to methods, provide for further ease of use. The invaluable exercises at the end of every chapter have been supplemented with drills and a number of graduate-level thesis problems.

Détails de l'édition

• Éditeur: Springer-Verlag New York Inc.
• Date d'édition: 2000
• Langue: anglais
• ISBN 10: 038798898X
• ISBN 13: 9780387988986
• Reliure: Broché
• Numéro d'édition: 2
• Nombre de pages: 286
• Coordonnées du fabricant: non disponible