Record Display for the EPA National Library Catalog
RECORD NUMBER: 2 OF 239Main 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. |