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Robustness issues under imprecise beliefs and preferences
Authors:David Ríos Insua  Jacinto Martín
Institution:

Department of Artificial Intelligence, Universidad Politécnica de Madrid, 28660 Madrid, Spain

Abstract:Robust Bayesian analysis has been rapidly developing, specially in terms of sensitivity to the prior. We argue that these studies are insufficient in decision-making contexts. Consequently, we discuss what robustness issues should be of interest in those situations and provide answers in some important cases.
Keywords:Decision theory  Bayesian robustness  sensitivity analysis  imprecision
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