Abstract
Motivated by a randomized reinsurance model we consider the lower envelope of the set of bivariate joint probability distributions having a precise discrete marginal and an ambiguous Bernoulli marginal. Under an independence assumption, since the lower envelope fails 2-monotonicity, inner/outer Dempster-Shafer approximations are provided to model the lower expected insurer’s annual profit under reinsurance.
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References
Albrecher, H., Cani, A.: On randomized reinsurance contracts. Insur. Math. Econ. 84, 67–78 (2019)
Dempster, A.: Upper and lower probabilities induced by a multivalued mapping. Ann. Math. Stat. 38(2), 325–339 (1967)
Denneberg, D.: Non-Additive Measure and Integral. Kluwer Acad, Pub (1994)
Grabisch, M.: Set functions, capacities and games. In: Set Functions, Games and Capacities in Decision Making. TDLC, vol. 46, pp. 25–144. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-30690-2_2
Miranda, E., Montes, I., Vicig, P.: On the selection of an optimal outer approximation of a coherent lower probability. Fuzzy Sets Syst. 424, 1–36 (2021)
Montes, I., Miranda, E., Vicig, P.: 2-monotone outer approximations of coherent lower probabilities. Int. J. Approx. Reas. 101, 181–205 (2018)
Montes, I., Miranda, E., Vicig, P.: Outer approximating coherent lower probabilities with belief functions. Int. J. Approx. Reas. 110, 1–30 (2019)
Petturiti, D., Vantaggi, B.: How to assess coherent beliefs: a comparison of different notions of coherence in Dempster-Shafer theory of evidence. In: Augustin, T., et al. (eds.) Reflections on the Foundations of Probability and Statistics: Essays in Honor of Teddy Seidenfeld. Theory and Decision Library A, vol. 54. Springer (2022). https://doi.org/10.1007/978-3-031-15436-2_8
Shafer, G.: A Mathematical Theory of Evidence. Princeton Univ, Press (1976)
Shenoy, P.: An expectation operator for belief functions in the Dempster-Shafer theory. Int. J. Gen. Syst. 49(1), 112–141 (2020)
Troffaes, M., de Cooman, G.: Lower Previsions. Wiley, Hoboken (2014)
Walley, P.: Statistical Reasoning with Imprecise Probabilities. Chapman and Hall (1991)
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Petturiti, D., Stabile, G., Vantaggi, B. (2022). Addressing Ambiguity in Randomized Reinsurance Contracts Using Belief Functions. In: Le Hégarat-Mascle, S., Bloch, I., Aldea, E. (eds) Belief Functions: Theory and Applications. BELIEF 2022. Lecture Notes in Computer Science(), vol 13506. Springer, Cham. https://doi.org/10.1007/978-3-031-17801-6_27
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DOI: https://doi.org/10.1007/978-3-031-17801-6_27
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