Bayesian robustness
Editor: J. O. Berger
Editor: B. Betrò
Editor: E. Moreno
Editor: L. R. Pericchi
Editor: F. Ruggeri
Editor: G. Salinetti
Editor: L. Wasserman
Lecture Notes--Monograph Series, Volume 29
Hayward, CA: Institute of Mathematical Statistics, 1996.
354 pp.
Subjects:
62-06 (primary)Mathmatical Reviews number (MathSciNet): MR1478676
ISBN:0-940600-41-2
Copyright © 1996, Institute of Mathematical Statistics.
Invited Papers
Numerical robust Bayesian analysis under generalized moment conditions
Bruno Betrò, and Aless Guglielmi; 3-20
On local sensitivity measures in Bayesian analysis
Dipak K. Dey, Sujit K. Ghosh, and Kou-Ren Lou; 21-40
A practical, robust method for Bayesian model selection: a case study in the analysis of clinical trials
Joel Greenhouse, and Larry Wasserman; 41-62
Bayesian robustness for classes of bidimensional priors with given marginals
Brunero Liseo, Elias Moreno, and Gabriella Salinetti; 101-118
Local sensitivity analysis in Bayesian decision theory
Jacinto Martin, and David Rios Insua; 119-136
Local robustness and influence for contamination classes of prior distributions
Elías Moreno, Carmen Martínez, and J. Antonio Cano; 137-154
On the robustness of the intrinsic Bayes factor for nested models
Bruno Sansó, Luis R. Pericchi, and Elías Moreno; 155-174
Robust Bayesian design and analysis of clinical trials via prior partitioning
Daniel J. Sargent, and Bradley P. Carlin; 175-194
Asymptotics of some local and global robustness measures
S. Sivaganesan; 195-210
Modelling and robustness issues in Bayesian time series analysis
Mike West; 231-252
Markov random field priors for univariate density estimation
Robert L. Wolpert, and Michael Lavine; 253-270
Contributed Papers
Protection against outliers using a symmetric stable law prior
Jean-François Angers; 273-282
Local robustness of Bayes factors for nonparametric alternatives
Cinzia Carota; 283-292
Nonparametric specification of error terms in dynamic models
Fabio Corradi, and Fabrizia Mealli; 293-304
Comparing hierarchical models using Bayes factor and fractional Bayes factor: a robust analysis
Fulvio De Santis, and Fulvio Spezzaferri; 305-314
Numerical techniques for solving estimation problems on robust Bayesian networks
A. Gaivoronski, M. Morassutto, S. Silani, and F. Stella; 315-330
Robust treatment of impulsive noise in speech and audio signals
Simon J. Godsill, and Peter J. W. Rayner; 331-342
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