The Resource Robust Bayesian analysis, David Ríos Insua, Fabrizio Ruggeri (editors)

Robust Bayesian analysis, David Ríos Insua, Fabrizio Ruggeri (editors)

Label
Robust Bayesian analysis
Title
Robust Bayesian analysis
Statement of responsibility
David Ríos Insua, Fabrizio Ruggeri (editors)
Contributor
Subject
Language
eng
Member of
Cataloging source
DLC
Illustrations
illustrations
Index
no index present
LC call number
QA279.5
LC item number
.R64 2000
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1964-
http://library.link/vocab/relatedWorkOrContributorName
  • Ríos Insua, David
  • Ruggeri, Fabrizio
Series statement
Lecture notes in statistics
Series volume
152
http://library.link/vocab/subjectName
  • Bayesian statistical decision theory
  • décision bayesienne
  • maximum vraisemblance
  • méthode robuste
  • analyse bayésienne
  • Statistique bayésienne
  • Methode van Bayes
  • Statistische methoden
  • Robuustheid
  • Statistique bayésienne
  • Bayes-Verfahren
  • Robuste Statistik
  • décision bayesienne
  • maximum vraisemblance
  • méthode robuste
  • analyse bayésienne
  • Bayesian statistical decision theory
Label
Robust Bayesian analysis, David Ríos Insua, Fabrizio Ruggeri (editors)
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. [401]-422)
Contents
I. Introduction -- 1. Bayesian Robustness / J. O. Berger, D. Rios Insua and F. Ruggeri -- II. Foundations -- 2. Topics on the Foundations of Robust Bayesian Analysis / D. Rios Insua and R. Criado -- III. Global and Local Robustness -- 3. Global Bayesian Robustness for Some Classes of Prior Distributions / E. Moreno -- 4. Local Robustness in Bayesian Analysis / P. Gustafson -- 5. Global and Local Robustness Approaches: Uses and Limitations / S. Sivaganesan -- 6. On the Use of the Concentration Function in Bayesian Robustness / S. Fortini and F. Ruggeri -- IV. Likelihood Robustness -- 7. Likelihood Robustness / N. D. Shyamalkumar -- V. Loss Robustness -- 8. Ranges of Posterior Expected Losses and [epsilon]-Robust Actions / D. Dey and A. Micheas -- 9. Computing Efficient Sets in Bayesian Decision Problems / J. Martin and J. P. Arias -- 10. Stability of Bayes Decisions and Applications / J. Kadane, G. Salinetti and C. Srinivasan -- VI. Comparison With Other Statistical Methods -- 11. Robustness Issues in Bayesian Model Selection / B. Liseo -- 12. Bayesian Robustness and Bayesian Nonparametrics / S. Basu -- 13. [Gamma]-Minimax: A Paradigm for Conservative Robust Bayesians / B. Vidakovic -- VII. Algorithms -- 14. Linearization Techniques in Bayesian Robustness / M. Lavine, M. Perone Pacifico and G. Salinetti / [et al.] -- 15. Methods for Global Prior Robustness under Generalized Moment Conditions / B. Betro and A. Guglielmi -- 16. Efficient MCMC Schemes for Robust Model Extensions Using Encompassing Dirichlet Process Mixture Models / S. MacEachern and P. Muller -- VIII. Case Studies -- 17. Sensitivity Analysis in IctNeo / C. Bielza, S. Rios Insua and M. Gomez / [et al.] -- 18. Sensitivity of Replacement Priorities for Gas Pipeline Maintenance / E. Cagno, F. Caron and M. Mancini / [et al.] -- 19. Robust Bayesian Analysis in Medical and Epidemiological Settings / B. P. Carlin and M. E. Perez -- 20. A Robust Version of the Dynamic Linear Model with an Economic Application / J. M. Marin -- 21. Prior Robustness in Some Common Types of Software Reliability Model / S. P. Wilson and M. P. Wiper
Dimensions
24 cm.
Extent
xiii, 422 p.
Isbn
9780387988665
Isbn Type
(softcover : alk. paper)
Lccn
00041912
Other physical details
ill.
System control number
  • (OCoLC)44133079
  • (OCoLC)ocm44133079
Label
Robust Bayesian analysis, David Ríos Insua, Fabrizio Ruggeri (editors)
Publication
Bibliography note
Includes bibliographical references (p. [401]-422)
Contents
I. Introduction -- 1. Bayesian Robustness / J. O. Berger, D. Rios Insua and F. Ruggeri -- II. Foundations -- 2. Topics on the Foundations of Robust Bayesian Analysis / D. Rios Insua and R. Criado -- III. Global and Local Robustness -- 3. Global Bayesian Robustness for Some Classes of Prior Distributions / E. Moreno -- 4. Local Robustness in Bayesian Analysis / P. Gustafson -- 5. Global and Local Robustness Approaches: Uses and Limitations / S. Sivaganesan -- 6. On the Use of the Concentration Function in Bayesian Robustness / S. Fortini and F. Ruggeri -- IV. Likelihood Robustness -- 7. Likelihood Robustness / N. D. Shyamalkumar -- V. Loss Robustness -- 8. Ranges of Posterior Expected Losses and [epsilon]-Robust Actions / D. Dey and A. Micheas -- 9. Computing Efficient Sets in Bayesian Decision Problems / J. Martin and J. P. Arias -- 10. Stability of Bayes Decisions and Applications / J. Kadane, G. Salinetti and C. Srinivasan -- VI. Comparison With Other Statistical Methods -- 11. Robustness Issues in Bayesian Model Selection / B. Liseo -- 12. Bayesian Robustness and Bayesian Nonparametrics / S. Basu -- 13. [Gamma]-Minimax: A Paradigm for Conservative Robust Bayesians / B. Vidakovic -- VII. Algorithms -- 14. Linearization Techniques in Bayesian Robustness / M. Lavine, M. Perone Pacifico and G. Salinetti / [et al.] -- 15. Methods for Global Prior Robustness under Generalized Moment Conditions / B. Betro and A. Guglielmi -- 16. Efficient MCMC Schemes for Robust Model Extensions Using Encompassing Dirichlet Process Mixture Models / S. MacEachern and P. Muller -- VIII. Case Studies -- 17. Sensitivity Analysis in IctNeo / C. Bielza, S. Rios Insua and M. Gomez / [et al.] -- 18. Sensitivity of Replacement Priorities for Gas Pipeline Maintenance / E. Cagno, F. Caron and M. Mancini / [et al.] -- 19. Robust Bayesian Analysis in Medical and Epidemiological Settings / B. P. Carlin and M. E. Perez -- 20. A Robust Version of the Dynamic Linear Model with an Economic Application / J. M. Marin -- 21. Prior Robustness in Some Common Types of Software Reliability Model / S. P. Wilson and M. P. Wiper
Dimensions
24 cm.
Extent
xiii, 422 p.
Isbn
9780387988665
Isbn Type
(softcover : alk. paper)
Lccn
00041912
Other physical details
ill.
System control number
  • (OCoLC)44133079
  • (OCoLC)ocm44133079

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