Bayesian statistical modelling by Peter Congdon.
Congdon, Peter| Call Number | 519.54 C76B |
| Author | Congdon, Peter |
| Title | Bayesian statistical modelling by Peter Congdon. |
| Edition | 2nd ed. |
| Publication | Chichester : John Wiley & Sons, 2006. |
| Physical Description | xi, 573 p. : ill. ; 25 cm. |
| Series | 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. |
| Subject | BAYESIAN STATISTICAL DECISION THEORY. Statistique bay�esienne. Methode van Bayes. Besliskunde. |
| Multimedia |
Total Ratings:
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| 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. |
| Subject | BAYESIAN STATISTICAL DECISION THEORY. Statistique bay�esienne. Methode van Bayes. Besliskunde. |
| Multimedia |