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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
Description Access URL
Table of contents http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=017329585&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Table of contents http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017329585&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
http://dx.doi.org/10.1007/978-0-387-92407-6
Holdings
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Status
EKBM  QA279.5.H64 2009 Research Triangle Park Library/RTP, NC 09/21/2009
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.