Full Record Display for the EPA National Library Catalog
RECORD NUMBER: 22 OF 4005Main 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. | |||||||||||
Place Published | New York ; London | |||||||||||
Title Ser Add Ent | Springer texts in statistics. | |||||||||||
PUB Date Free Form | c2009 | |||||||||||
Series Title Untraced | Springer texts in statistics | |||||||||||
BIB Level | m | |||||||||||
Cataloging Source | OCLC/T | |||||||||||
LCCN | 2009929120 | |||||||||||
OCLC Time Stamp | 20090914151145 | |||||||||||
Language | eng | |||||||||||
Origin | OCLC | |||||||||||
Type | CAT | |||||||||||
OCLC Rec Leader | 01907cam 2200445 a 45020 |