This study explored the effects of ambiguity on the calculation of Value-at-Risk (VaR) using a mathematical model based on the theory of Choquet-Brownian processes. It was found that while a moderate degree of ambiguity aversion yields a higher value for VaR and Expected Shortfall (ES), the result can be reversed in a deeply ambiguous environment. Additionally, some sufficient conditions are provided for the preservation of this effect under various forms of risk aggregation. This study offers a new perspective to full awareness on capital requirement calculation as requested by international regulation.

Value-at-risk under ambiguity aversion / Rossella Agliardi. - In: FINANCIAL INNOVATION. - ISSN 2199-4730. - ELETTRONICO. - 4:(2018), pp. 10.1-10.13. [10.1186/s40854-018-0095-z]

Value-at-risk under ambiguity aversion

Rossella Agliardi
2018

Abstract

This study explored the effects of ambiguity on the calculation of Value-at-Risk (VaR) using a mathematical model based on the theory of Choquet-Brownian processes. It was found that while a moderate degree of ambiguity aversion yields a higher value for VaR and Expected Shortfall (ES), the result can be reversed in a deeply ambiguous environment. Additionally, some sufficient conditions are provided for the preservation of this effect under various forms of risk aggregation. This study offers a new perspective to full awareness on capital requirement calculation as requested by international regulation.
2018
Value-at-risk under ambiguity aversion / Rossella Agliardi. - In: FINANCIAL INNOVATION. - ISSN 2199-4730. - ELETTRONICO. - 4:(2018), pp. 10.1-10.13. [10.1186/s40854-018-0095-z]
Rossella Agliardi
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/645137
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