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Inference under imprecise probability assessments
Authors:G. Regoli
Affiliation:(1) Dipartimento di Mathematica e Informatica, Via Vanvitelli 1, 06100 Perugia, Italy, IT
Abstract:Under partial knowledge, the use of the precise probability might be misleading. However, it is possible to process imprecise assessments, such as comparative previsions or grades of previsions. Rules for checking their coherence with the theoretical model and for making inference are given. Sometimes the derived conclusions might provide us with a complete answer for a given problem. In any case, technical tools can measure the imprecision of the answer and reveal if the analysis is thorough enough.
Keywords:  Grades of probability and prevision  comparative probability and prevision  coherent probability  robust Bayesian inference  computational techniques.
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