User-friendly Bayesian regression modeling: A tutorial with rstanarm and shinystan

This tutorial provides a pragmatic introduction to specifying, estimating and interpreting single-level and hierarchical linear regression models in the Bayesian framework. We start by summarizing why one should consider the Bayesian approach to the most common forms of regression. Next we introduce...

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Bibliographic Details
Main Authors: Muth, Chelsea, Oravecz, Zita, Gabry, Jonah
Format: Article
Language:English
Published: Université d'Ottawa 2018-04-01
Series:Tutorials in Quantitative Methods for Psychology
Subjects:
Online Access:https://www.tqmp.org/RegularArticles/vol14-2/p099/p099.pdf