Research Catalog

Applied Bayesian modelling

Title
Applied Bayesian modelling / Peter Congdon.
Author
Congdon, P.
Publication
Chichester, West Sussex, England ; Hoboken, NJ : Wiley, ©2003.

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StatusFormatAccessCall NumberItem Location
TextUse in library QA279.5 .C649 2003Off-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