Abstract
The famous Embrechts-Goldie-Veraverbeke formula shows that, in the classical Cramér-Lundberg risk model, the ruin probabilities satisfy \(R(x, \infty ) \sim \rho ^{ - 1} \bar F_e (x)\) if the claim sizes are heavy-tailed, where Fe denotes the equilibrium distribution of the common d.f. F of the i.i.d. claims, ? is the safety loading coefficient of the model and the limit process is for x → ∞. In this paper we obtain a related local asymptotic relationship for the ruin probabilities. In doing this we establish two lemmas regarding the n-fold convolution of subexponential equilibrium distributions, which are of significance on their own right.
Similar content being viewed by others
References
Embrechts, P., Klüppelberg, C., Mikosch, T., Modelling Extremal Events for Insurance and Finance, Berlin: Springer, 1997.
Ross, S. M., Stochastic Processes, New York: Wiley, 1983.
Rolski, T., Schmidli, H., Schmidt, V. et al., Stochastic Processes for Insurance and Finance, New York: Wiley, 1999.
Asmussen, S., Ruin Probabilities, Singapore: World Scientific, 2000.
Klüppelberg, C., Subexponential distributions and integrated tails, J. Appl. Prob., 1988, 25: 132.
Embrechts, P., Veraverbeke, N., Estimates for the probability of ruin with special emphasis on the possibility of large claims, Insurance: Mathematics and Economics, 1982, 1: 55.
Tang, Q. H., Su, C., Ruin probabilities for large claims in delayed renewal risk model, Southeast Asian Bull. Math., 2001, 25(4).
Asmussen, S., Subexpontential asymptotics for stochastic processes: extremal behavior, stationary distributions and first passage probabilities, the Ann. of Appl. Prob., 1998, 8: 354.
Asmussen, S., Applied Probability and Queues, New York: John Wiley & Sons, 1987.
Tang, Q. H., Extremal values of risk processes for insurance and finance: with special emphasis on the possibility of large claims, Doctoral thesis of University of Science and Technology of China, 2001.
Kalashnikov, V. V., Konstantinides, D., A simple proof of a result of Asmussen, Working paper 160, Lab. of Actuarial Math., University of Copenhagen, 1999.
Kalashnikov, V. V., Konstantinides, D., Ruin under interest force and subexponential claims: a simple treatment, Insurance: Mathematics and Economics, 2000, 27: 145.
Cistyakov, V. P., A theorem on the sums of independent positive random variables and its applications to branching random processes, Theory Prob. Appl., 1964, 9: 640.
Athreya, K. B., Ney, P. E., Branching Processes, Berlin: Springer, 1972.
Feller, W., An Introduction to Probability Theory and Its Applications, Vol. 2, 2nd ed., New York: Wiley, 1971.
Veraverbeke, N., Asymptotic behavior of Wiener-Hopf factors of a random walk, Stoch. Proc. Appl., 1977, 5: 27.
Kalashnikov, V. V., Two-sided bounds of ruin probabilities, Scand. Act. J., 1996, 1: 1.
Kalashnikov, V. V., Geometric Sums: Bounds for Rare Events with Applications, Dordrecht: Kluwer Acad. Publ., 1997.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Tang, Q. An asymptotic relationship for ruin probabilities under heavy-tailed claims. Sci. China Ser. A-Math. 45, 632–639 (2002). https://doi.org/10.1360/02ys9068
Received:
Issue Date:
DOI: https://doi.org/10.1360/02ys9068