Buch, Englisch, 256 Seiten, Format (B × H): 156 mm x 234 mm
Buch, Englisch, 256 Seiten, Format (B × H): 156 mm x 234 mm
ISBN: 978-1-4987-5064-6
Verlag: Taylor & Francis Inc
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.
Zielgruppe
Professional Practice & Development
Autoren/Hrsg.
Weitere Infos & Material
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.
