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Multilevel Modeling Using R

Multilevel Modeling Using R

Authors
Publisher Taylor & Francis
Year 09/03/2016
Edition First
Version eBook: Fixed Page eTextbook (PDF)
Language English
ISBN 9781466515864
Categories Probability & statistics
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Book description

Multilevel Modelling using R provides a helpful guide to conducting multilevel data modeling using the R software environment. After reviewing standard linear models, the authors present the basics of multilevel models and explain how to fit these models using R. They then show how to employ multilevel modeling with longitudinal data and demonstrate the valuable graphical options in R. The book also describes models for categorical dependent variables in both single level and multilevel data. The book concludes with Bayesian fitting of multilevel models. Complete data sets for the book can be found on the book's website www.mlminr.com/

Multilevel Modeling Using R

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