Bayesian robustness

Editor(s) J. O. Berger, B. Betrò, E. Moreno, L. R. Pericchi, F. Ruggeri, G. Salinetti, L. Wasserman

IMS Lecture Notes Monogr. Ser., 29: 354pp. (1996). DOI: 10.1214/lnms/1215453054

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Institute of Mathematical Statistics Lecture Notes - Monograph Series, Volume 29

354 pp.

Published: 1996

First available in Project Euclid: 7 July 2008

MathSciNet: MR1478676

Digital Object Identifier: 10.1214/lnms/1215453054

ISBN: 0940600412

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Primary: 62-06

Institute of Mathematical Statistics Lecture Notes - Monograph Series

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Miscellaneous Frontmatter

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, i-ii (1996). Open Access

Preface

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, iii-iv (1996). Open Access

Table of Contents

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, v-vi (1996). Open Access

Invited Papers

Numerical robust Bayesian analysis under generalized moment conditions

Bruno Betrò, Aless Guglielmi

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 3-20 (1996). https://doi.org/10.1214/lnms/1215453058 Open Access

On local sensitivity measures in Bayesian analysis

Dipak K. Dey, Sujit K. Ghosh, Kou-Ren Lou

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 21-40 (1996). https://doi.org/10.1214/lnms/1215453059 Open Access

A practical, robust method for Bayesian model selection: a case study in the analysis of clinical trials

Joel Greenhouse, Larry Wasserman

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 41-62 (1996). https://doi.org/10.1214/lnms/1215453060 Open Access

Aspects of Bayesian robustness in hierarchical models

Paul Gustafson

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 63-80 (1996). https://doi.org/10.1214/lnms/1215453061 Open Access

Bayesian robustness and stability

J. Kadane, C. Srinivasan

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 81-100 (1996). https://doi.org/10.1214/lnms/1215453062 Open Access

Bayesian robustness for classes of bidimensional priors with given marginals

Brunero Liseo, Elias Moreno, Gabriella Salinetti

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 101-118 (1996). https://doi.org/10.1214/lnms/1215453063 Open Access

Local sensitivity analysis in Bayesian decision theory

Jacinto Martin, David Rios Insua

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 119-136 (1996). https://doi.org/10.1214/lnms/1215453064 Open Access

Local robustness and influence for contamination classes of prior distributions

Elías Moreno, Carmen Martínez, J. Antonio Cano

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 137-154 (1996). https://doi.org/10.1214/lnms/1215453065 Open Access

On the robustness of the intrinsic Bayes factor for nested models

Bruno Sansó, Luis R. Pericchi, Elías Moreno

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 155-174 (1996). https://doi.org/10.1214/lnms/1215453066 Open Access

Robust Bayesian design and analysis of clinical trials via prior partitioning

Daniel J. Sargent, Bradley P. Carlin

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 175-194 (1996). https://doi.org/10.1214/lnms/1215453067 Open Access

Asymptotics of some local and global robustness measures

S. Sivaganesan

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 195-210 (1996). https://doi.org/10.1214/lnms/1215453068 Open Access

Sufficiency and influence

Robert Weiss

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 211-230 (1996). https://doi.org/10.1214/lnms/1215453069 Open Access

Modelling and robustness issues in Bayesian time series analysis

Mike West

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 231-252 (1996). https://doi.org/10.1214/lnms/1215453070 Open Access

Markov random field priors for univariate density estimation

Robert L. Wolpert, Michael Lavine

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 253-270 (1996). https://doi.org/10.1214/lnms/1215453071 Open Access

Contributed Papers

Protection against outliers using a symmetric stable law prior

Jean-François Angers

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 273-282 (1996). https://doi.org/10.1214/lnms/1215453072 Open Access

Local robustness of Bayes factors for nonparametric alternatives

Cinzia Carota

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 283-292 (1996). https://doi.org/10.1214/lnms/1215453073 Open Access

Nonparametric specification of error terms in dynamic models

Fabio Corradi, Fabrizia Mealli

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 293-304 (1996). https://doi.org/10.1214/lnms/1215453074 Open Access

Comparing hierarchical models using Bayes factor and fractional Bayes factor: a robust analysis

Fulvio De Santis, Fulvio Spezzaferri

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 305-314 (1996). https://doi.org/10.1214/lnms/1215453075 Open Access

Numerical techniques for solving estimation problems on robust Bayesian networks

A. Gaivoronski, M. Morassutto, S. Silani, F. Stella

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 315-330 (1996). https://doi.org/10.1214/lnms/1215453076 Open Access

Robust treatment of impulsive noise in speech and audio signals

Simon J. Godsill, Peter J. W. Rayner

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 331-342 (1996). https://doi.org/10.1214/lnms/1215453077 Open Access

Comparative probability and robustness

Giuliana Regoli

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 343-352 (1996). https://doi.org/10.1214/lnms/1215453078 Open Access

Author Index

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 29, 353-354 (1996). https://doi.org/10.1214/lnms/1215453079 Open Access

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