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Categorical Data Analysis and Multilevel Modeling Using R
Paperback
General SociologyProbability & Statistics
ISBN13: 9781544324906
Publisher: Sage Pubn
Published: Mar 2 2022
Pages: 744
Weight: 1.35
Height: 0.79 Width: 7.32 Depth: 9.06
Language: English
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. Author Xing Liu 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. A companion website for this book contains datasets and R commands used in the book for students, and solutions for the end-of-chapter exercises on the instructor site.
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