Tail Behavior of Poisson Shot Noise Processes under Heavy-tailed Shocks and Actuarial Applications

被引:5
|
作者
Weng, Chengguo [1 ]
Zhang, Yi [2 ]
Tan, Ken Seng [1 ,3 ]
机构
[1] Univ Waterloo, Dept Stat & Actuarial Sci, Waterloo, ON N2L 3G1, Canada
[2] Zhejiang Univ, Dept Math, Hangzhou 310027, Zhejiang, Peoples R China
[3] Cent Univ Finance & Econ, China Inst Actuarial Sci, Beijing, Peoples R China
基金
加拿大自然科学与工程研究理事会;
关键词
Asymptotics; Poisson shot noise; Regular variation; Ruin probability; Stop-loss insurance; Tail probability; Upper tail dependence; RUIN PROBABILITY; DELAYED-CLAIMS; RISK PROCESSES;
D O I
10.1007/s11009-011-9274-3
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper considers the tail behavior of Poisson shot noise processes where the shock random variables are generally dependent but bivariate upper tail independent. Some uniform asymptotic relations are established for tail probabilities of the process. As the Poisson shot noise process can capture the effects of delay factors and the interest factor in the insurance business, these established results are very useful in many insurance applications. As examples, they are applied to two important actuarial topics: ruin probabilities and insurance premium approximation.
引用
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页码:655 / 682
页数:28
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