Categorical Data Analysis and Multilevel Modeling Using R

Categorical Data Analysis and Multilevel Modeling Using R
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Synopsis

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 at https://edge.sagepub.com/liu1e contains datasets and R commands used in the book for students, and solutions for the end-of-chapter exercises on the instructor site.

Copyright:
2023 SAGE Publications, Inc.

Book Details

Book Quality:
ISBN-13:
9781544324890
Publisher:
SAGE Publications
Date of Addition:
Language:
English
Categories:
Mathematics and Statistics, Nonfiction, Social Studies, Sociology,
Usage Restrictions:
This is a copyrighted book.