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The Resource Bayesian methods for data analysis, Bradley P. Carlin, Thomas A. Louis

Bayesian methods for data analysis, Bradley P. Carlin, Thomas A. Louis

Label
Bayesian methods for data analysis
Title
Bayesian methods for data analysis
Statement of responsibility
Bradley P. Carlin, Thomas A. Louis
Creator
Contributor
Subject
Language
eng
Summary
"Broadening its scope to nonstatisticians, Bayesian Methods for Data Analysis, Third Edition provides an accessible introduction to the foundations and applications of Bayesian analysis. Along with a complete reorganization of the material, this edition concentrates more on hierarchical Bayesian modeling as implemented via Markov chain Monte Carlo (MCMC) methods and related data analytic techniques." "Focusing on applications from biostatistics, epidemiology, and medicine, this text builds on the popularity of its predecessors by making it suitable for even more practitioners and students."--Jacket
Member of
Cataloging source
DLC
http://library.link/vocab/creatorName
Carlin, Bradley P
Dewey number
519.5/42
Illustrations
  • illustrations
  • maps
Index
index present
LC call number
QA279.5
LC item number
.C36 2009
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1944-
http://library.link/vocab/relatedWorkOrContributorName
  • Louis, Thomas A.
  • Carlin, Bradley P
Series statement
Chapman & Hall/CRC texts in statistical science series
http://library.link/vocab/subjectName
Bayesian statistical decision theory
Label
Bayesian methods for data analysis, Bradley P. Carlin, Thomas A. Louis
Instantiates
Publication
Note
  • "A Chapman & Hall book."
  • Originally published: Bayes and Empirical Bayes methods for data analysis. 1st ed. c1996
Bibliography note
Includes bibliographical references (pages [487]-520) and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Approaches for statistical inference -- The Bayes approach -- Bayesian computation -- Model criticism and selection -- The empirical Bayes approach -- Bayesian design -- Special methods and models -- Case studies
Control code
227205756
Dimensions
25 cm
Edition
3rd ed.
Extent
xv, 535 pages
Isbn
9781584886976
Isbn Type
(alk. paper)
Lccn
2008019143
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations, maps
System control number
(OCoLC)227205756
Label
Bayesian methods for data analysis, Bradley P. Carlin, Thomas A. Louis
Publication
Note
  • "A Chapman & Hall book."
  • Originally published: Bayes and Empirical Bayes methods for data analysis. 1st ed. c1996
Bibliography note
Includes bibliographical references (pages [487]-520) and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Approaches for statistical inference -- The Bayes approach -- Bayesian computation -- Model criticism and selection -- The empirical Bayes approach -- Bayesian design -- Special methods and models -- Case studies
Control code
227205756
Dimensions
25 cm
Edition
3rd ed.
Extent
xv, 535 pages
Isbn
9781584886976
Isbn Type
(alk. paper)
Lccn
2008019143
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations, maps
System control number
(OCoLC)227205756

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