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The finite-time ruin probability of a risk model with stochastic return and Brownian perturbation

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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

  1. Asmussen, S.: Subexponential asymptotics for stochastic processes: extremal behavior, stationary distributions and first passage probabilities. Ann. Appl. Probab. 8, 354–374 (1998)

    Article  MathSciNet  Google Scholar 

  2. Athreya, K.B., Ney, P.E.: Branching Processes. Springer, Berlin (1972)

    Book  Google Scholar 

  3. 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)

    Article  MathSciNet  Google Scholar 

  4. 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)

    Article  MathSciNet  Google Scholar 

  5. 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)

    Article  MathSciNet  Google Scholar 

  6. 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)

    MathSciNet  MATH  Google Scholar 

  7. Cline, D.B.H., Samorodnitsky, G.: Subexponentiality of the product of independent random variables. Stoch. Process. Appl. 49, 75–98 (1994)

    Article  MathSciNet  Google Scholar 

  8. Cont, R., Tankov, P.: Financial Modelling with Jump Processes. Chapman and Hall/CRC, Boca Raton (2004)

    MATH  Google Scholar 

  9. Embrechts, P., Klüppelberg, C., Mikosch, T.: Modelling Extremal Events for Insurance and Finance. Springer, Berlin (1997)

    Book  Google Scholar 

  10. Hao, X., Tang, Q.: A uniform asymptotic estimate for discounted aggregate claims with sunexponential tails. Insur. Math. Econ. 43, 116–120 (2008)

    Article  Google Scholar 

  11. 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)

    Article  MathSciNet  Google Scholar 

  12. Kalashnikov, V., Konstantinides, D.: Ruin under interest force and subexponential claims: a simple treatment. Insur. Math. Econ. 27, 145–149 (2000)

    Article  MathSciNet  Google Scholar 

  13. Klüppelberg, C., Stadtmüller, U.: Ruin probabilities in the presence of heavy-tails and interest rates. Scand. Actuar. J. 1, 49–58 (1998)

    Article  MathSciNet  Google Scholar 

  14. 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)

    Article  MathSciNet  Google Scholar 

  15. Li, J.: Asymptotics in a time-dependent renewal risk model with stochastic return. J. Math. Anal. Appl. 387, 1009–1023 (2012)

    Article  MathSciNet  Google Scholar 

  16. 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)

    Article  MathSciNet  Google Scholar 

  17. Li, J., Liu, Z., Tang, Q.: On the ruin probabilities of a bidimensional perturbed risk model. Insur. Math. Econ. 41, 185–195 (2007)

    Article  MathSciNet  Google Scholar 

  18. Maulik, K., Resnick, S.: Characterizations and examples of hidden regular variation. Extremes 7, 31–67 (2004)

    Article  MathSciNet  Google Scholar 

  19. 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)

    MathSciNet  MATH  Google Scholar 

  20. 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)

    Article  MathSciNet  Google Scholar 

  21. Piterbarg, V.I.: Asymptotic Methods in the Theory of Gaussian Processes and Fields. American Mathematical Society, Providence (1996)

    MATH  Google Scholar 

  22. Stein, C.: A note on cumulative sums. Ann. Math. Stat. 17, 498–499 (1946)

    Article  MathSciNet  Google Scholar 

  23. Tang, Q.: The finite time ruin probability of the compound Poisson model with constant interest force. J. Appl. Probab. 42, 608–619 (2005)

    Article  MathSciNet  Google Scholar 

  24. Tang, Q.: On convolution equivalence with applications. Bernoulli 12, 535–549 (2006)

    Article  MathSciNet  Google Scholar 

  25. Tang, Q.: Heavy tails of discounted aggregate claims in the continuous-time renewal model. J. Appl. Probab. 44, 285–294 (2007)

    Article  MathSciNet  Google Scholar 

  26. Tang, Q., Yuan, Z.: Randomly weighted sums of subexponential random variables with application to capital allocation. Extremes 17, 467–493 (2014)

    Article  MathSciNet  Google Scholar 

  27. 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)

    Article  MathSciNet  Google Scholar 

  28. Veraverbeke, N.: Asymptotic estimates for the probability of ruin in a Poisson model with diffusion. Insur. Math. Econ. 13, 57–62 (1993)

    Article  MathSciNet  Google Scholar 

  29. 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)

    Article  MathSciNet  Google Scholar 

  30. 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)

    Article  MathSciNet  Google Scholar 

  31. Yang, Y., Wang, K., Konstantinides, D.: Uniform asymptotics for discounted aggregate claims in dependent risk models. J. Appl. Probab. 51, 669–684 (2014)

    Article  MathSciNet  Google Scholar 

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Acknowledgements

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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Correspondence to Yang Yang.

Additional information

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

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