A family of conditional risk measures is introduced by considering a single period financial market, relying on a notion of conditioning for submodular capacities, which generalizes that introduced by Dempster. The resulting measures are expressed as discounted conditional Choquet expected values, take into account ambiguity towards uncertainty and allow for conditioning to “null” events. We also provide a characterisation of consistence of a partial assessment with a conditional submodular coherent risk measure. The latter amounts to test the solvability of a suitable sequence of linear systems.

Conditional submodular coherent risk measures / Coletti, G.; Petturiti, D.; Vantaggi, B.. - 854:(2018), pp. 239-250. ( 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2018 Cadiz, Spain ) [10.1007/978-3-319-91476-3_20].

Conditional submodular coherent risk measures

Petturiti D.
;
Vantaggi B.
2018

Abstract

A family of conditional risk measures is introduced by considering a single period financial market, relying on a notion of conditioning for submodular capacities, which generalizes that introduced by Dempster. The resulting measures are expressed as discounted conditional Choquet expected values, take into account ambiguity towards uncertainty and allow for conditioning to “null” events. We also provide a characterisation of consistence of a partial assessment with a conditional submodular coherent risk measure. The latter amounts to test the solvability of a suitable sequence of linear systems.
2018
17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2018
Coherent risk measure; Conditional Choquet expected value; Conditional submodular capacity
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Conditional submodular coherent risk measures / Coletti, G.; Petturiti, D.; Vantaggi, B.. - 854:(2018), pp. 239-250. ( 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2018 Cadiz, Spain ) [10.1007/978-3-319-91476-3_20].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1747477
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