Abstract
Random deflation of risk models is an interesting topic for both theoretical and practical actuarial problems. In this paper, we investigate second-order tail asymptotics of the deflated risk X = R S under the assumptions of second-order regular variation on the survival functions of the risk R and the deflator S. Our findings are applied to derive second-order expansions of Value-at-Risk. Further we investigate the estimation of small tail probability for deflated risks and then discuss the asymptotics of the aggregated deflated risk.
Original language | English |
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Pages (from-to) | 88-101 |
Number of pages | 14 |
Journal | Insurance: Mathematics and Economics |
Volume | 56 |
Issue number | 1 |
DOIs | |
Publication status | Published - May 2014 |
Externally published | Yes |
Keywords
- Estimation of tail probability
- Random deflation
- Risk aggregation
- Second-order regular variation
- Value-at-Risk