Division of the Humanities and Social Sciences California Institute of Technology Pasadena, California 91125 Proper Scoring Rules for General Decision Models
نویسنده
چکیده
On the domain of Choquet expected utility preferences with risk neutral lottery evaluation and totally monotone capacities, we demonstrate that proper scoring rules do not exist. This implies the non-existence of proper scoring rules for any larger class of preferences (CEU with convex capacities, multiple priors). We also show that if an agent whose behavior conforms to the multiple priors model is faced with a scoring rule for a subjective expected utility agent, she will always announce a probability belonging to her set of priors; moreover, for any prior in the set, there exists such a scoring rule inducing the agent to announce that prior. JEL classification numbers: D81,C49
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Proper scoring rules for general decision models
On the domain of Choquet expected utility preferences with risk neutral lottery evaluation and totally monotone capacities, we demonstrate that proper scoring rules do not exist. This implies the non-existence of proper scoring rules for any larger class of preferences (CEU with convex capacities, multiple priors). We also show that if a decision maker whose behavior conforms to the multiple pr...
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Division of the Humanities and Social Sciences, California Institute of Technology, Pasadena, CA 91125; Faculty of Business and Economics, The University of Melbourne, Carlton, VIC 3010, Australia; Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC 3052, Australia; and Computation and Neural Systems, California Institute of Technology, Pasadena, CA 9...
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