Abstract
This paper investigates a renewal risk model with stochastic return and Brownian perturbation, where the price process of the investment portfolio is described as a geometric Lévy process. When the claim sizes have a subexponential distribution, we derive the asymptotics for the finite-time ruin probability of the above risk model. The obtained result confirms that the asymptotics for the finite-time ruin probability of the risk model with heavy-tailed claim sizes are insensitive to the Brownian perturbation.
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References
Asmussen, S.: Subexponential asymptotics for stochastic processes: extremal behavior, stationary distributions and first passage probabilities. Ann. Appl. Probab. 8, 354–374 (1998)
Athreya, K.B., Ney, P.E.: Branching Processes. Springer, Berlin (1972)
Chen, Y., Wang, L., Wang, Y.: Uniform asymptotics for the finite-time ruin probabilities of two kinds of nonstandard bidimensional risk models. J. Math. Anal. Appl. 401, 114–129 (2013)
Chen, Y., Ng, K.W.: The ruin probability of the renewal model with constant interest force and negatively dependent heavy-tailed claims. Insur. Math. Econ. 40, 415–423 (2007)
Cheng, J., Wang, D.: Ruin probabilities for a two-dimensional perturbed risk model with stochastic premiums. Acta Math. Appl. Sin. Engl. Ser. 32, 1053–1066 (2016)
Cheng, J., Gao, Y., Wang, D.: Ruin probabilities for a perturbed risk model with stochastic premiums and constant interest force. J. Inequal. Appl. 2016(214), 1–13 (2016)
Cline, D.B.H., Samorodnitsky, G.: Subexponentiality of the product of independent random variables. Stoch. Process. Appl. 49, 75–98 (1994)
Cont, R., Tankov, P.: Financial Modelling with Jump Processes. Chapman and Hall/CRC, Boca Raton (2004)
Embrechts, P., Klüppelberg, C., Mikosch, T.: Modelling Extremal Events for Insurance and Finance. Springer, Berlin (1997)
Hao, X., Tang, Q.: A uniform asymptotic estimate for discounted aggregate claims with sunexponential tails. Insur. Math. Econ. 43, 116–120 (2008)
Jiang, T., Yan, H.: The finite-time ruin probability for the jump-diffusion model with constant interest force. Acta Math. Appl. Sin. Engl. Ser. 22, 171–176 (2006)
Kalashnikov, V., Konstantinides, D.: Ruin under interest force and subexponential claims: a simple treatment. Insur. Math. Econ. 27, 145–149 (2000)
Klüppelberg, C., Stadtmüller, U.: Ruin probabilities in the presence of heavy-tails and interest rates. Scand. Actuar. J. 1, 49–58 (1998)
Konstantinides, D., Tang, Q., Tsitsiashvili, G.: Estimates for the ruin probability in the classical risk model with constant interest force in the presence of heavy tails. Insur. Math. Econ. 31, 447–460 (2002)
Li, J.: Asymptotics in a time-dependent renewal risk model with stochastic return. J. Math. Anal. Appl. 387, 1009–1023 (2012)
Li, J.: A note on the finite-time ruin probability of a renewal risk model with Brownian perturbation. Stat. Probab. Lett. 127, 49–55 (2017)
Li, J., Liu, Z., Tang, Q.: On the ruin probabilities of a bidimensional perturbed risk model. Insur. Math. Econ. 41, 185–195 (2007)
Maulik, K., Resnick, S.: Characterizations and examples of hidden regular variation. Extremes 7, 31–67 (2004)
Peng, J., Wang, D.: Asymptotics for ruin probabilities of a non-standard renewal risk model with dependence structures and exponential Lévy process investment returns. J. Ind. Manag. Optim. 13, 155–185 (2017)
Peng, J., Wang, D.: Uniform asymptotics for ruin probabilities in a dependent renewal risk model with stochastic return on investments. Stochastics 90, 432–471 (2018)
Piterbarg, V.I.: Asymptotic Methods in the Theory of Gaussian Processes and Fields. American Mathematical Society, Providence (1996)
Stein, C.: A note on cumulative sums. Ann. Math. Stat. 17, 498–499 (1946)
Tang, Q.: The finite time ruin probability of the compound Poisson model with constant interest force. J. Appl. Probab. 42, 608–619 (2005)
Tang, Q.: On convolution equivalence with applications. Bernoulli 12, 535–549 (2006)
Tang, Q.: Heavy tails of discounted aggregate claims in the continuous-time renewal model. J. Appl. Probab. 44, 285–294 (2007)
Tang, Q., Yuan, Z.: Randomly weighted sums of subexponential random variables with application to capital allocation. Extremes 17, 467–493 (2014)
Tang, Q., Wang, G., Yuen, K.C.: Uniform tail asymptotics for the stochastic present value of aggregate claims in the renewal risk model. Insur. Math. Econ. 46, 362–370 (2010)
Veraverbeke, N.: Asymptotic estimates for the probability of ruin in a Poisson model with diffusion. Insur. Math. Econ. 13, 57–62 (1993)
Wang, K., Wang, Y., Gao, Q.: Uniform asymptotics for the finite-time ruin probability of a dependent risk model with a constant interest rate. Methodol. Comput. Appl. Probab. 15, 109–124 (2013)
Yang, Y., Wang, Y.: Asymptotics for ruin probability of some negatively dependent risk models with a constant interest rate and dominatedly-varying-tailed claims. Stat. Probab. Lett. 80, 143–154 (2010)
Yang, Y., Wang, K., Konstantinides, D.: Uniform asymptotics for discounted aggregate claims in dependent risk models. J. Appl. Probab. 51, 669–684 (2014)
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The authors wish to thank the referees and the Editor for their very valuable comments on an earlier version of this paper.
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Kaiyong Wang is supported by the National Natural Science Foundation of China (No. 11401418) and the 333 Talent Training Project of Jiangsu Province. Lamei Chen is supported by the Postgraduate Research and Practice Innovation Program of Jiangsu Province (No. KYCX17_2058). Yang Yang is supported by the National Natural Science Foundation of China (Nos. 71471090, 71671166), the Natural Science Foundation of Jiangsu Province (No. BK20161578), the Major Research Plan of Natural Science Foundation of the Jiangsu Higher Education Institutions (No. 15KJA110001), Qing Lan Project, PAPD, the Program of Excellent Science and Technology Innovation Team of the Jiangsu Higher Education Institutions, the 333 Talent Training Project of Jiangsu Province, the High Level Talent Project of Six Talents Peak of Jiangsu Province (No. JY-039), the Project of Construction for Superior Subjects of Mathematics/Statistics of Jiangsu Higher Education Institutions, the Key Project of Jiangsu Education Science 12th Five-Year Program (No. B-a/2015/02/036).
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Wang, K., Chen, L., Yang, Y. et al. The finite-time ruin probability of a risk model with stochastic return and Brownian perturbation. Japan J. Indust. Appl. Math. 35, 1173–1189 (2018). https://doi.org/10.1007/s13160-018-0321-0
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DOI: https://doi.org/10.1007/s13160-018-0321-0
Keywords
- Asymptotics
- Finite-time ruin probability
- Brownian perturbation
- Lévy process
- The class of subexponential distributions