Bayesian Multilevel Models for Repeated Measures Data is popular PDF and ePub book, written by Santiago Barreda in 2023-05-18, it is a fantastic choice for those who relish reading online the Psychology genre. Let's immerse ourselves in this engaging Psychology book by exploring the summary and details provided below. Remember, Bayesian Multilevel Models for Repeated Measures Data can be Read Online from any device for your convenience.
Bayesian Multilevel Models for Repeated Measures Data Book PDF Summary
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.
Detail Book of Bayesian Multilevel Models for Repeated Measures Data PDF
- Author : Santiago Barreda
- Release : 18 May 2023
- Publisher : Taylor & Francis
- ISBN : 9781000869781
- Genre : Psychology
- Total Page : 485 pages
- Language : English
- PDF File Size : 21,6 Mb
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