Applied Bayesian Modelling Hardback
by Peter (Queen Mary, University of London, UK) Congdon
Part of the Wiley Series in Probability and Statistics series
Hardback
Description
The use of Bayesian statistics has grown significantly in recent years, and will undoubtedly continue to do so.
Applied Bayesian Modelling is the follow-up to the author's best selling book, Bayesian Statistical Modelling, and focuses on the potential applications of Bayesian techniques in a wide range of important topics in the social and health sciences.
The applications are illustrated through many real-life examples and software implementation in WINBUGS - a popular software package that offers a simplified and flexible approach to statistical modelling.
The book gives detailed explanations for each example - explaining fully the choice of model for each particular problem.
The book * Provides a broad and comprehensive account of applied Bayesian modelling. * Describes a variety of model assessment methods and the flexibility of Bayesian prior specifications. * Covers many application areas, including panel data models, structural equation and other multivariate structure models, spatial analysis, survival analysis and epidemiology. * Provides detailed worked examples in WINBUGS to illustrate the practical application of the techniques described.
All WINBUGS programs are available from an ftp site. The book provides a good introduction to Bayesian modelling and data analysis for a wide range of people involved in applied statistical analysis, including researchers and students from statistics, and the health and social sciences.
The wealth of examples makes this book an ideal reference for anyone involved in statistical modelling and analysis.
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:530 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:11/03/2003
- Category:
- ISBN:9780471486954
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:530 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:11/03/2003
- Category:
- ISBN:9780471486954
