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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Langue Anglais ● Format EPUB ● Pages 744 ● ISBN 9781544324890 ● Maison d’édition SAGE Publications ● Publié 2022 ● Téléchargeable 6 fois ● Devise EUR ● ID 8774838 ● Protection contre la copie Adobe DRM
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