Coherence in the aggregate: a betting method for belief functions on many-valued events

Flaminio, Tommaso; Godo, Lluis; and Hosni, Hykel (2015) Coherence in the aggregate: a betting method for belief functions on many-valued events International Journal of Approximate Reasoning, 58. pp. 71-86. ISSN 0888-613X
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Betting methods, of which de Finetti's Dutch Book is by far the most well-known, are uncertainty modelling devices which accomplish a twofold aim. Whilst providing an (operational) interpretation of the relevant measure of uncertainty, they also provide a formal definition of coherence. The main purpose of this paper is to put forward a betting method for belief functions on MV-algebras of many-valued events which allows us to isolate the corresponding coherence criterion, which we term coherence in the aggregate. Our framework generalises the classical Dutch Book method.


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