Congdon, P.

Applied Bayesian modelling / Peter Congdon. - 2nd ed. - Chichester, West Sussex : Wiley ; c2014 - ix, 437 p. : ill. ; 25 cm.

Online version:
Congdon, P.
Applied Bayesian modelling
Chichester, West Sussex : John Wiley & Sons, Inc., 2014
(DLC) 2014011504

Includes bibliographical references and index.

Bayesian methods and Bayesian estimation -- Hierarchical models for related units -- Regression techniques -- More advanced regression techniques -- Meta-analysis and multilevel models -- Models for time series -- Analysis of panel data -- Models for spatial outcomes and geographical association -- Latent variable and structural equation models -- Survival and event history models.

Summary:

This book provides an accessible approach to Bayesian computing and data analysis, with an emphasis on the interpretation of real data sets.




9781119951513 (cloth) 1119951518

2014004862


Bayesian statistical decision theory.
Mathematical statistics.

QA279.5 / .C649 2014

519.542 / COA 2014

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