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Chapter

A Tutorial on Using The Wambs Checklist to Avoid The Misuse of Bayesian Statistics

Chapter

A Tutorial on Using The Wambs Checklist to Avoid The Misuse of Bayesian Statistics

DOI link for A Tutorial on Using The Wambs Checklist to Avoid The Misuse of Bayesian Statistics

A Tutorial on Using The Wambs Checklist to Avoid The Misuse of Bayesian Statistics book

A Tutorial on Using The Wambs Checklist to Avoid The Misuse of Bayesian Statistics

DOI link for A Tutorial on Using The Wambs Checklist to Avoid The Misuse of Bayesian Statistics

A Tutorial on Using The Wambs Checklist to Avoid The Misuse of Bayesian Statistics book

ByRens van de Schoot, Duco Veen, Laurent Smeets, Sonja D. Winter, Sarah Depaoli
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Edition 1st Edition
First Published 2020
Imprint Routledge
Pages 20
eBook ISBN 9780429273872

ABSTRACT

Chapter 3 guides readers through the steps of the When-to-Worry-and-How-to-Avoid-the-Misuse-of-Bayesian-Statistics checklist (the WAMBS checklist) in order to provide background for other chapters in this book. This chapter supplements the original WAMBS checklist with prior and posterior predictive model checking. We also compare the performance of two popular Bayesian R packages, RStan and rjags. We show why using the Hamiltonian Monte Carlo procedure, available in RStan, is more efficient in small sample sizes. All data and the annotated R code to reproduce the results are available on the Open Science Framework.

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