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Robust nonparametric statistical methods

Author: Thomas P Hettmansperger; Joseph W McKean
Publisher: Boca Raton, Fla. : CRC Press, 2011.
Series: Monographs on statistics and applied probability, 113.
Edition/Format:   eBook : Document : English : 2nd edView all editions and formats
Database:WorldCat
Summary:
"Often referred to as distribution-free methods, nonparametric methods do not rely on assumptions that the data are drawn from a given probability distribution. With an emphasis on Wilcoxon rank methods that enable a unified approach to data analysis, this book presents a unique overview of robust nonparametric statistical methods. Drawing on examples from various disciplines, the relevant R code for these examples,  Read more...
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Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Thomas P Hettmansperger; Joseph W McKean
ISBN: 9781439809099 1439809097
OCLC Number: 811596213
Notes: Titre de l'écran-titre (visionné le 26 octobre 2011).
"A Chapman & Hall book."
Description: 1 online resource (1 texte électronique (xvii, 535 p.)) : ill., fichiers PDF.
Contents: 1. One-sample problems --
2. Two-sample problems --
3. Linear models --
4. Experimental designs : fixed effects --
5. Models with dependent error structure --
6. Multivariate.
Series Title: Monographs on statistics and applied probability, 113.
Responsibility: Thomas P. Hettmansperger, Joseph W. McKean.
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Abstract:

"Often referred to as distribution-free methods, nonparametric methods do not rely on assumptions that the data are drawn from a given probability distribution. With an emphasis on Wilcoxon rank methods that enable a unified approach to data analysis, this book presents a unique overview of robust nonparametric statistical methods. Drawing on examples from various disciplines, the relevant R code for these examples, as well as numerous exercises for self-study, the text covers location models, regression models, designed experiments, and multivariate methods. This edition features a new chapter on cluster correlated data"--Résumé de l'éditeur.

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The coverage is expanded over the first edition to include recent developments in the field. ... Hettmansperger and McKean examine a wealth of interesting problems in connection with applying Read more...

 
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