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" Bayesian statistical modelling / "
Peter Congdon
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BL
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| Record Number
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656746
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| Doc. No
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dltt
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| Main Entry
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Congdon, P
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| Title & Author
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Bayesian statistical modelling /\ Peter Congdon
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| Edition Statement
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2nd ed
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| Publication Statement
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Chichester, England ;Hoboken, NJ :: John Wiley & Sons,, c2006
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| Series Statement
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Wiley series in probability and statistics
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| Page. NO
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xi, 573 p. :: ill. ;; 25 cm
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| ISBN
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0470018755 (cloth : alk. paper)
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: 9780470018750 (cloth : alk. paper)
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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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
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| Subject
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Bayesian statistical decision theory
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| Dewey Classification
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519.5/42
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| LC Classification
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QA279.5.C65 2006
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