Bayesian statistical modelling / Peter Congdon.
| データ種別 | 電子ブック |
|---|---|
| 版 | 2nd ed. |
| 出版者 | Chichester, England : John Wiley & Sons |
| 出版年 | 2006. |
| 大きさ | 1 online resource (xi, 573 pages) : : illustrations. |
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| 内容注記 | 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. |
|---|---|
| 一般注記 | Wiley series in probability and statistics Includes bibliographical references and index. Bayesian methods combine the evidence from the data at hand with previous quantitative knowledge to analyse practical problems in a wide range of areas. The calculations were previously complex, but it is now possible to routinely apply Bayesian methods due to advances in computing technology and the use of new sampling methods for estimating parameters. |
| 著者標目 | *Congdon, P. |
| 件 名 | LCSH:Bayesian statistical decision theory. CSHF:Statistique bayésienne. FREE:MATHEMATICS -- Probability & Statistics -- Bayesian Analysis. -- bisacsh 全ての件名で検索 FREE:Bayesian statistical decision theory. -- fast -- (OCoLC)fst00829019 全ての件名で検索 FREE:Electronic books. |
| 分 類 | LCC:QA279.5 DC:519.5/42 |
| 巻冊次 | ISBN:9780470035931  ISBN:0470035935 ISBN:9780470035948 ISBN:0470035943 XISBN:0470018755 XISBN:9780470018750
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| ISBN | 9780470035931 |
| URL | http://onlinelibrary.wiley.com/book/10.1002/9780470035948 |
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