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Asymptotic behavior of finite-time ruin probabilities in a bidimensional compound risk model

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  • Zhang, Jinjin
  • Yang, Yang
  • Xu, Lin

Abstract

Consider a bidimensional compound risk model with stochastic premiums and returns, in which an insurer makes both risk-free and risky investments in two lines of business, and an accident may cause more than one claim. In this model, we allow that the two log-price processes are both real-valued Lévy processes, the claim numbers from the same business line, the two accident arrival processes and the two premium processes from two business lines are, respectively, arbitrarily dependent, and the premium processes are also arbitrarily dependent on all other random sources except the log-price processes. Under the condition that all claims from the same line are pairwise quasi-asymptotically independent and consistently varying-tailed, this paper establishes the asymptotic formulas for two types of finite-time ruin probabilities.

Suggested Citation

  • Zhang, Jinjin & Yang, Yang & Xu, Lin, 2026. "Asymptotic behavior of finite-time ruin probabilities in a bidimensional compound risk model," Statistics & Probability Letters, Elsevier, vol. 227(C).
  • Handle: RePEc:eee:stapro:v:227:y:2026:i:c:s0167715225001749
    DOI: 10.1016/j.spl.2025.110529
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    References listed on IDEAS

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    1. Li, Mingjun & Chen, Zhangting & Cheng, Dongya & Zhou, Junyi, 2024. "Uniform asymptotics for finite-time ruin probabilities of a bidimensional compound risk model with stochastic returns," Statistics & Probability Letters, Elsevier, vol. 207(C).
    2. Chan, Wai-Sum & Yang, Hailiang & Zhang, Lianzeng, 2003. "Some results on ruin probabilities in a two-dimensional risk model," Insurance: Mathematics and Economics, Elsevier, vol. 32(3), pages 345-358, July.
    3. Tang, Qihe & Wang, Guojing & Yuen, Kam C., 2010. "Uniform tail asymptotics for the stochastic present value of aggregate claims in the renewal risk model," Insurance: Mathematics and Economics, Elsevier, vol. 46(2), pages 362-370, April.
    4. Cline, D. B. H. & Samorodnitsky, G., 1994. "Subexponentiality of the product of independent random variables," Stochastic Processes and their Applications, Elsevier, vol. 49(1), pages 75-98, January.
    5. Tang, Qihe & Tsitsiashvili, Gurami, 2003. "Precise estimates for the ruin probability in finite horizon in a discrete-time model with heavy-tailed insurance and financial risks," Stochastic Processes and their Applications, Elsevier, vol. 108(2), pages 299-325, December.
    6. Liu, Xijun & Gao, Qingwu & Wang, Yuebao, 2012. "A note on a dependent risk model with constant interest rate," Statistics & Probability Letters, Elsevier, vol. 82(4), pages 707-712.
    7. Qihe Tang & Yang Yang, 2019. "Interplay of insurance and financial risks in a stochastic environment," Scandinavian Actuarial Journal, Taylor & Francis Journals, vol. 2019(5), pages 432-451, May.
    8. Xijun Liu & Qingwu Gao, 2024. "Uniform asymptotics for a nonstandard compound renewal risk model with dependence structures and stochastic return on investments," Communications in Statistics - Theory and Methods, Taylor & Francis Journals, vol. 53(2), pages 641-665, January.
    9. Jiang, Tao & Wang, Yuebao & Chen, Yang & Xu, Hui, 2015. "Uniform asymptotic estimate for finite-time ruin probabilities of a time-dependent bidimensional renewal model," Insurance: Mathematics and Economics, Elsevier, vol. 64(C), pages 45-53.
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