Categorical Data Analysis and Multilevel Modeling Using R (Liu Xing)
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. Each chapter demonstrates how to conduct the analysis using R, how to interpret… Celý popis ↓
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Popis Categorical Data Analysis and Multilevel Modeling Using R (Liu Xing)
Categorical Data Analysis and Multilevel Modeling Using R (Liu Xing)
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. Each chapter demonstrates how to conduct the analysis using R, how to interpret the models, and how to present the results for publication. 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.
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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