Applied Bayesian Modelling with JAGS
Chapman & Hall/CRC (Publisher)
1st Edition
Will be published approx. on 28. August 2026
Book
Hardback
256 pages
978-1-4987-5064-6 (ISBN)
Description
It remains very difficult to find books appropriate for teaching Bayesian methods to science graduate students. This book aims to fill that gap by introducing applied Bayesian methods via the JAGS software. It takes an example-based approach, using real scientific data, to illustrate how the methods work and can be applied. JAGS code is integrated throughout to help the reader make sense of the methods via their application. It could be used as a supplement for a course on Bayesian methods in any department.
More details
Language
English
Place of publication
Boca Raton
United States
Publishing group
Taylor & Francis Inc
Target group
Professional and scholarly
Professional Practice & Development
Illustrations
50 s/w Abbildungen
50 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-1-4987-5064-6 (9781498750646)
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Schweitzer Classification
Persons
Missing from proposal.
Content
JAGS and RJAGS - getting and installing; Fitting means and variances; Grouped data; Model evaluation; Fitting a linear model; GLM like models; Multi-level models; Binary response models; Item response models; Multivariate normal models.