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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
Cataloging source
IT-FiEUI
http://library.link/vocab/creatorName
Hoff, Peter D
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Series statement
Springer texts in statistics
http://library.link/vocab/subjectName
  • Bayesian statistical decision theory
  • Social sciences
Label
A first course in Bayesian statistical methods, by Peter D. Hoff
Instantiates
Publication
Copyright
Bibliography note
Includes an index and bibliographic references
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
Control code
FIEb16113196
Dimensions
24 cm.
Extent
ix, 270 pages
Isbn
9780387922997
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)310401109
Label
A first course in Bayesian statistical methods, by Peter D. Hoff
Publication
Copyright
Bibliography note
Includes an index and bibliographic references
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
Control code
FIEb16113196
Dimensions
24 cm.
Extent
ix, 270 pages
Isbn
9780387922997
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)310401109

Library Locations

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