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.
- ISBN10 154432488X
- ISBN13 9781544324883
- Publish Date 25 February 2022
- Publish Status Active
- Publish Country US
- Imprint SAGE Publications Inc
- Format eBook (EPUB)
- Language English