Cover image for Bayesian statistical modelling
Title:
Bayesian statistical modelling
Author:
Congdon, Peter.
ISBN:
9780470018750
Edition:
2nd ed.
Publication Information:
Chichester, England ; Hoboken, NJ : John Wiley & Sons, c2006.
Physical Description:
xi, 573 s. : res. ; 25 cm.
Series:
Wiley series in probability and statistics
Series Title:
Wiley series in probability and statistics
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.
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Book 7.2/12/397659 QA279.5 .C65 2006
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