Analysis of Categorical Data with R

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Series: Chapman & Hall/CRC Texts in Statistical Science.

Written for students and researchers in statistics and biostatistics, this book presents a modern introduction to categorical data analysis, with R integrated into the text as a data analysis method and a learning tool. The book includes many detailed worked examples to illustrate methods, with R code and data available for all of them. It also includes many exercises throughout the text and is supplemented by a solutions manual and website with code, data, and video lectures. Unlike other books on the subject, topics such as missing data and Bayesian methods are covered.

Table of Contents

Analyzing a binary response

Analyzing a count response

Analyzing a multinomial response

Model building

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