An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA - Couverture rigide

Livre 338 sur 354: Wiley Series in Probability and Statistics

Rayner, J. C. W.; Livingston Jr., G. C.

 
9781119831983: An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA
Couverture rigide
ISBN 10 : 1119831989 ISBN 13 : 9781119831983
Editeur : Wiley, 2023

Synopsis

An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA

Complete reference for applied statisticians and data analysts that uniquely covers the new statistical methodologies that enable deeper data analysis

An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA provides readers with powerful new statistical methodologies that enable deeper data analysis. The book offers applied statisticians an introduction to the latest topics in nonparametrics. The worked examples with supporting R code provide analysts the tools they need to apply these methods to their own problems.

Co-authored by an internationally recognised expert in the field and an early career researcher with broad skills including data analysis and R programming, the book discusses key topics such as:

  • NP ANOVA methodology
  • Cochran-Mantel-Haenszel (CMH) methodology and design
  • Latin squares and balanced incomplete block designs
  • Parametric ANOVA F tests for continuous data
  • Nonparametric rank tests (the Kruskal-Wallis and Friedman tests)
  • CMH MS tests for the nonparametric analysis of categorical response data

Applied statisticians and data analysts, as well as students and professors in data analysis, can use this book to gain a complete understanding of the modern statistical methodologies that are allowing for deeper data analysis.

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

À propos de l?auteur

John Charles William Rayner is an Honorary Professorial Fellow, National Institute for Applied Statistics Research Australia, University of Wollongong, and Conjoint Professor of Statistics, School of Mathematical and Physical Sciences, University of Newcastle, Australia.

Glen Livingston, Jr., is a Lecturer, School of Mathematical and Physical Sciences, University of Newcastle, Australia.

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

Éditeur
Wiley
Date d'édition
2023
Langue
anglais
ISBN 10 
1119831989
ISBN 13 
9781119831983
Reliure
Relié
Nombre de pages
240
Coordonnées du fabricant
non disponible
Personne responsable
non disponible