Sample Average Approximation for Portfolio Optimization under CVaR constraint in an (re)insurance context
Autor: | Lelong, Jérôme, Maume-Deschamps, Véronique, Thevenot, William |
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Rok vydání: | 2024 |
Předmět: | |
Druh dokumentu: | Working Paper |
Popis: | We consider optimal allocation problems with Conditional Value-At-Risk (CVaR) constraint. We prove, under very mild assumptions, the convergence of the Sample Average Approximation method (SAA) applied to this problem, and we also exhibit a convergence rate and discuss the uniqueness of the solution. These results give (re)insurers a practical solution to portfolio optimization under market regulatory constraints, i.e. a certain level of risk. |
Databáze: | arXiv |
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