Categorical data analysis by example
โ Upton, Graham J. G
๐ Library
๐
2017
๐ John Wiley & Sons
๐ English
โฆ LIBER โฆ
๐
Categorical Data Analysis by Example
โ Scribed by Graham J. G. Upton
- Publisher
- Wiley
- Year
- 2017
- Tongue
- English
- Leaves
- 215
- Category
- Library
โฌ Acquire This Volume
No coin nor oath required. For personal study only.
โฆ Synopsis
This book is aimed at all those who wish to discover how to analyze categorical data without getting immersed in complicated mathematics and without needing to wade through a large amount of prose. It is aimed at researchers with their own data ready to be analyzed and at students who would like an approachable alternative view of the subject.
Each new topic in categorical data analysis is illustrated with an example that readers can apply to their own sets of data. In many cases, R code is given and excerpts from the resulting output are presented. In the context of log-linear models for cross-tabulations, two specialties of the house have been included: the use of cobweb diagrams to get visual information concerning significant interactions, and a procedure for detecting outlier category combinations. The R code used for these is available and may be freely adapted. In addition, this book:
โข Uses an example to illustrate each new topic in categorical data
โข Provides a clear explanation of an important subject
โข Is understandable to most readers with minimal statistical and mathematical backgrounds
โข Contains examples that are accompanied by R code and resulting output
โข Includes starred sections that provide more background details for interested readers
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