An edition of Bayesian statistical modelling
(2001)
Bayesian statistical modelling
2nd ed.
by P. Congdon
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Previews available in: English
| Edition | Availability |
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1
Bayesian statistical modelling
2006, John Wiley & Sons
in English
- 2nd ed.
0470018755 9780470018750
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2
Environment, construction and sustainable development
2001, Wiley
in English
0471813117 9780471813118
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3
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Book Details
Table of Contents
Introduction : the Bayesian method, its benefits and implementation
Bayesian model choice, comparison and checking
The major densities and their application
Normal linear regression, general linear models and log-linear models
Hierarchical priors for pooling strength and overdispersed regression modelling
Discrete mixture priors
Multinomial and ordinal regression models
Time series models
Modelling spatial dependencies
Nonlinear and nonparametric regression
Multilevel and panel data models
Latent variable and structural equation models for multivariate data
Survival and event history analysis
Missing data models
Measurement error, seemingly unrelated regressions, and simultaneous eqations.
Edition Notes
Includes bibliographical references and index.
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- Created September 27, 2008
- 15 revisions
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