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

ebook Wiley Series in Probability and Statistics

By J. C. W. Rayner

cover image of An Introduction to Cochran-Mantel-Haenszel Testing and Nonparametric ANOVA

Sign up to save your library

With an OverDrive account, you can save your favorite libraries for at-a-glance information about availability. Find out more about OverDrive accounts.

   Not today
Libby_app_icon.svg

Find this title in Libby, the library reading app by OverDrive.

app-store-button-en.svg play-store-badge-en.svg
LibbyDevices.png

Search for a digital library with this title

Title found at these libraries:

Loading...
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.

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