Categorical Data Analysis and Multilevel Modeling Using R - Xing Liu

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Categorical Data Analysis and Multilevel Modeling Using R

By: Xing Liu

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Paperback | 8 August 2022

At a Glance

Paperback
744 Pages

Dimensions(cm)
33.5 x 19 x 3.5

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RRP $332.00

$331.99

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Categorical Data Analysis and Multilevel Modeling Using R provides a practical guide to regression techniques for analyzing binary, ordinal, nominal, and count response variables using the R software. It offers a unified framework for both single-level and multilevel modeling of categorical and count response variables with both frequentist and Bayesian approaches. Each chapter demonstrates how to conduct the analysis using R, how to interpret the models, and how to present the results for publication.

Industry Reviews

This book provides a highly accessible and practical introduction to some of the most useful regression models in social science research. Most students and applied researchers will find it valuable. -- Yang Cao This is an excellent book that covers many topics that are given just slight attention in many other books. -- Ahmed Ibrahim I would highly recommend this book, especially if readers are beginners. -- Man-Kit Lei This book provides an engaging and intuitive introduction to maximum likelihood estimation through contemporary examples. -- Jennifer Hayes Clark

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