Record Display for the EPA National Library Catalog
RECORD NUMBER: 2 OF 38
| OLS Field Name | OLS Field Data | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Main Title | A first course in Bayesian statistical methods / | |||||||||||
| Author | Hoff, Peter D. | |||||||||||
| Publisher | Springer, | |||||||||||
| Year Published | 2009 | |||||||||||
| OCLC Number | 310401109 | |||||||||||
| ISBN | 9780387922997; 0387922997; 9780387924076; 0387924078 | |||||||||||
| Subjects | Bayesian statistical decision theory. ; Social sciences--Statistical methods. ; Methode van Bayes. ; Bayes-Entscheidungstheorie.--(DE-588)4144220-9 ; Bayes-Verfahren.--(DE-588)4204326-8 ; Datenanalyse.--(DE-588)4123037-1 | |||||||||||
| Internet Access | ||||||||||||
| Holdings |
|
|||||||||||
| Collation | ix, 270 pages : illustrations ; 24 cm. | |||||||||||
| Notes | Includes bibliographical references and index. |
|||||||||||
| Contents Notes | Introduction and examples -- belief, probability and exchangeability -- One-parameter models -- Monte Carlo approximation -- the normal model -- Posterior approximation with the Gibbs sampler -- the multivariate normal model -- Group comparisons and hierarchical modeling -- Linear regression -- Nonconjugate priors and Metropolis-Hastings algorithms -- Linear and generalized linear mixed effects models -- Latent variable methods for ordinal data. |