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The Resource Bayesian statistical modelling, Peter Congdon

Bayesian statistical modelling, Peter Congdon

Label
Bayesian statistical modelling
Title
Bayesian statistical modelling
Statement of responsibility
Peter Congdon
Creator
Subject
Language
eng
Member of
Cataloging source
IT-FiEUI
http://library.link/vocab/creatorName
Congdon, P
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
Series statement
Wiley series in probability and statistics
http://library.link/vocab/subjectName
Bayesian statistical decision theory
Label
Bayesian statistical modelling, Peter Congdon
Instantiates
Publication
Bibliography note
Includes bibliographical 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 : the
  • Bayesian method, its benefits and implementation -- Bayesian model choice, comparison and checking -- The
  • major densities and their application -- Normal linear regression, general linear models and log-linear models -- Hierarchical priors for pooling strength and overdispersed regression modelling -- Discrete mixture priors -- Multinomial and ordinal regression models -- Time series models -- Modelling spatial dependencies -- Nonlinear and nonparametric regression -- Multilevel and panel data models -- Latent variable and structural equation models for multivariate data -- Survival and event history analysis -- Missing data models -- Measurement error, seemingly unrelated regressions, and simultaneous eqations
Control code
FIEb13372634
Dimensions
25 cm.
Edition
Second edition.
Extent
xi, 573 pages
Isbn
9780470018750
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)70673258
Label
Bayesian statistical modelling, Peter Congdon
Publication
Bibliography note
Includes bibliographical 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 : the
  • Bayesian method, its benefits and implementation -- Bayesian model choice, comparison and checking -- The
  • major densities and their application -- Normal linear regression, general linear models and log-linear models -- Hierarchical priors for pooling strength and overdispersed regression modelling -- Discrete mixture priors -- Multinomial and ordinal regression models -- Time series models -- Modelling spatial dependencies -- Nonlinear and nonparametric regression -- Multilevel and panel data models -- Latent variable and structural equation models for multivariate data -- Survival and event history analysis -- Missing data models -- Measurement error, seemingly unrelated regressions, and simultaneous eqations
Control code
FIEb13372634
Dimensions
25 cm.
Edition
Second edition.
Extent
xi, 573 pages
Isbn
9780470018750
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)70673258

Library Locations

    • Badia FiesolanaBorrow it
      Via dei Roccettini 9, San Domenico di Fiesole, 50014, IT
      43.803074 11.283055
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