Categorical Data Analysis and Multilevel Modeling Using R

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Categorical Data Analysis and Multilevel Modeling Using R image
ISBN-10:

1544324901

ISBN-13:

9781544324906

Author(s): Liu, Xing
Edition: 1
Released: Mar 02, 2022
Format: Paperback, 744 pages

Description:

Categorical Data Analysis and Multilevel Modeling Using Rprovides 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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