The Resource A first course in Bayesian statistical methods, by Peter D. Hoff

A first course in Bayesian statistical methods, by Peter D. Hoff

Label
A first course in Bayesian statistical methods
Title
A first course in Bayesian statistical methods
Statement of responsibility
by Peter D. Hoff
Creator
Subject
Language
eng
Member of
Action
committed to retain for EAST
Cataloging source
UKM
http://library.link/vocab/creatorName
Hoff, Peter D
Illustrations
illustrations
Index
index present
LC call number
QA279.5
LC item number
.H64 2009
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Springer texts in statistics.
http://library.link/vocab/subjectName
  • Bayesian statistical decision theory
  • Social sciences
  • Methode van Bayes
  • Statistique bayésienne
  • Bayesian statistical decision theory
  • Social sciences
  • Methode van Bayes
  • Bayes-Verfahren
Label
A first course in Bayesian statistical methods, by Peter D. Hoff
Instantiates
Publication
Bibliography note
Includes bibliographic references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Dimensions
24 cm.
Dimensions
unknown
Extent
ix, 270 pages
Isbn
9780387924076
Lccn
2009929120
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
Publisher number
11933663
Specific material designation
remote
System control number
  • (OCoLC)310401109
  • (OCoLC)ocn310401109
Label
A first course in Bayesian statistical methods, by Peter D. Hoff
Publication
Bibliography note
Includes bibliographic references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Dimensions
24 cm.
Dimensions
unknown
Extent
ix, 270 pages
Isbn
9780387924076
Lccn
2009929120
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
Publisher number
11933663
Specific material designation
remote
System control number
  • (OCoLC)310401109
  • (OCoLC)ocn310401109

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