Research Catalog

Title

Applied Bayesian modelling / Peter Congdon.

Author

Congdon, P.

Publication

Chichester, West Sussex, England ; Hoboken, NJ : Wiley, ©2003.

Items in the Library & Off-site

Details

Description

xii, 457 pages : illustrations; 25 cm

Summary

"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."--Jacket.

Series Statement

Wiley series in probability and statistics

Uniform Title

Wiley series in probability and statistics.

Subject

• Bayesian statistical decision theory
• Mathematical statistics
• Models, Statistical
• Bayes Theorem
• Methode van Bayes
• Statistiek
• Besliskunde
• Data-analyse
• Teoria da decisão (inferência estatística)
• BAYES THEOREM
• STATISTICS
• MATHEMATICAL MODELS
• STATISTICAL ANALYSIS

Genre/Form

• Leermiddelen (vorm)
• Naslagwerken (vorm)

Bibliography (note)

• Includes bibliographical references and index.

Contents

Ch. 1. The Basis for, and Advantage of, Bayesian Model Estimation via Repeated Sampling -- Ch. 2. Hierarchical Mixture Models -- Ch. 3. Regression Models -- Ch. 4. Analysis of Multi-Level Data -- Ch. 5. Models for Time Series -- Ch. 6. Analysis of Panel Data -- Ch. 7. Models for Spatial Outcomes and Geographical Association -- Ch. 8. Structural Equation and Latent Variable Models -- Ch. 9. Survival and Event History Models -- Ch. 10. Modelling and Establishing Causal Relations: Epidemiological Methods and Models.

ISBN

• 0471486957
• 9780471486954

LCCN

2002035732

OCLC

• ocm50695026
• 50695026
• SCSB-1323295

Owning Institutions

Princeton University Library