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Multivariate Permutation Tests: With Applications in Biostatistics
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Multivariate Permutation Tests: With Applications in Biostatistics Cloth/laminated boards - 2001 - 1st Edition

by Pesarin, Fortunato

  • Used
  • very good
  • Hardcover

Description

Chichester: John Wiley & Sons, 2001. Cloth/Laminated Boards. Very Good/No d/j as Published. 8vo - over 7¾" - 9¾" tall. Type: Book N.B. Small label to ffep. Corners a little rubbed.
Used - Very Good
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Details

  • Title Multivariate Permutation Tests: With Applications in Biostatistics
  • Author Pesarin, Fortunato
  • Binding Cloth/Laminated Boards
  • Edition number 1st
  • Edition 1
  • Condition Used - Very Good
  • Pages 440
  • Volumes 1
  • Language ENG
  • Publisher John Wiley & Sons, Chichester
  • Date 2001
  • Bookseller's Inventory # 051147
  • ISBN 9780471496700 / 0471496707
  • Weight 1.6 lbs (0.73 kg)
  • Dimensions 9.34 x 6.24 x 1.12 in (23.72 x 15.85 x 2.84 cm)
  • Library of Congress subjects Multivariate analysis, Biometry
  • Library of Congress Catalog Number 00054556
  • Dewey Decimal Code 519.56

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From the publisher

Eine neuartige, aber sorgfltig getestete Methode des multivariaten Permutationtests kommt in diesem Band zur Sprache. Elegant unterteilt der Autor jedes Problem in seine Komponenten und wendet, wo es mglich ist, nichtparametrische Kombinationsverfahren an, um allgemeine Lsungen zu ermitteln. Der Vorteil dieser parameterfreien Anstze liegt darin, da keinerlei Annahmen bezglich der Verteilung einer Population getroffen werden mssen. Viele Fallstudien und Beispiele illustrieren die Theorie. Die beiliegende CD enthlt Software und Datenstze zum selbstndigen Durcharbeiten der Beispiele.

First line

This book deals with the permutation approach to a variety of univariate and multivariate problems of hypothesis testing in a nonparametric framework.

From the rear cover

Complex multivariate problems are frequently encountered in many scientific disciplines and it can be very difficult to obtain meaningful results. Permutation and nonparametric combination methods provide flexible solutions to complex problems by reducing the problem down to a set of simpler sub-problems. The author presents a novel but well tested approach using real examples taken from biomedical research. Statistical analyses are performed in a nonparametric setting, so that no assumptions need be made about the underlying distribution and the dependence relations between variables.
* Provides a clear exposition of the use of multivariate permutation testing, with emphasis on the use of nonparametric combination methodology.
* Explores a growing area of research with many practical applications, notably in biostatistics.
* Numerous case studies and examples help to illustrate the theory.
* Provides solutions to multi-aspect problems, to problems with missing data, analysis of factorial designs and repeated measures.
* Explains the analysis of categorical, ordered categorical, binary, continuous, and mixed variables in both an experimental and an observational context.
* NPC-Test software, SAS macros, S-Plus code, and datasets are available on the Web.
For researchers and practitioners in a number of scientific disciplines, particularly biostatistics, the vast collection of techniques, examples and case studies will be an invaluable resource. Graduate students of applied statistics and nonparametric methods will find the book provides an accessible introduction to multivariate permutation testing.

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About the author

Fortunato Pesarin is with the Department of Statistics, University of Padova, Italy. Professor Pesarin has been actively involved in the areas of multidimensional testing and permutation for almost 40 years, and is the author of dozens of publications in numerous international journals.

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