[Epub]$$ Bayesian Multilevel Models for Repeated Measures Data {read online}

Bayesian Multilevel Models for Repeated
Measures Data
[Epub]$$ Bayesian Multilevel Models for Repeated Measures Data {read online}
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[Epub]$$ Bayesian Multilevel Models for Repeated Measures Data {read online}

Description
This comprehensive book is an introduction to multilevel Bayesian models in R using brms and
the Stan programming language. Featuring a series of fully worked analyses of repeated
measures data, the focus is placed on active learning through the analyses of the progressively
more complicated models presented throughout the book. In this book, the authors offer an
introduction to statistics entirely focused on repeated measures data beginning with very simple
two-group comparisons and ending with multinomial regression models with many ‘random
effects’. Across 13 well-structured chapters, readers are provided with all the code necessary to
run all the analyses and make all the plots in the book, as well as useful examples of how to
interpret and write up their own analyses. This book provides an accessible introduction for
readers in any field, with any level of statistical background. Senior undergraduate students,
graduate students, and experienced researchers looking to ‘translate’ their skills with more
traditional models to a Bayesian framework will benefit greatly from the lessons in this text.