Robust Longevity Risk Management
We consider longevity risk hedging problems, where survivor swaps are available as hedging instruments. As objective functions we consider the mean-variance and the mean-conditional-value-at-risk of the hedged liabilities, evaluated using an estimated probability law governing the mortality dynamics. To be robust against estimation inaccuracy, we optimize the worst-case value of the objective function, where the worst-case is with respect to a statistical confidence set around the estimated probability law. We derive reformulations of the worst-case optimization problems that can be solved easily. In the empirical analysis, we compare the performance of the worst case (robust) optimizations with the (non-robust) optimizations that ignore the estimation inaccuracy. We find that the robust optimizations perform better when the actual and estimated probability laws deviate, which is likely to happen in the presence of estimation inaccuracy
Year of publication: |
2015
|
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Authors: | Li, Hong |
Other Persons: | De Waegenaere, Anja (contributor) ; Melenberg, Bertrand (contributor) |
Publisher: |
[2015]: [S.l.] : SSRN |
Subject: | Sterblichkeit | Mortality | Risikomanagement | Risk management | Risikomodell | Risk model | Lebensversicherung | Life insurance | Robustes Verfahren | Robust statistics |
Saved in:
freely available
Extent: | 1 Online-Ressource (40 p) |
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Series: | Netspar Discussion Paper ; No. 12/2014-073 |
Type of publication: | Book / Working Paper |
Language: | English |
Notes: | Nach Informationen von SSRN wurde die ursprüngliche Fassung des Dokuments December 31, 2014 erstellt |
Other identifiers: | 10.2139/ssrn.2569680 [DOI] |
Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10013027482
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