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Asymptotics and Approximations of Ruin Probabilities for Multivariate Risk Processes in a Markovian Environment

Author

Listed:
  • G. A. Delsing

    (University of Amsterdam
    Rabobank)

  • M. R. H. Mandjes

    (University of Amsterdam
    CWI)

  • P. J. C. Spreij

    (University of Amsterdam
    Radboud University)

  • E. M. M. Winands

    (University of Amsterdam
    Rabobank)

Abstract

This paper develops asymptotics and approximations for ruin probabilities in a multivariate risk setting. We consider a model in which the individual reserve processes are driven by a common Markovian environmental process. We subsequently consider a regime in which the claim arrival intensity and transition rates of the environmental process are jointly sped up, and one in which there is (with overwhelming probability) maximally one transition of the environmental process in the time interval considered. The approximations are extensively tested in a series of numerical experiments.

Suggested Citation

  • G. A. Delsing & M. R. H. Mandjes & P. J. C. Spreij & E. M. M. Winands, 2020. "Asymptotics and Approximations of Ruin Probabilities for Multivariate Risk Processes in a Markovian Environment," Methodology and Computing in Applied Probability, Springer, vol. 22(3), pages 927-948, September.
  • Handle: RePEc:spr:metcap:v:22:y:2020:i:3:d:10.1007_s11009-019-09742-4
    DOI: 10.1007/s11009-019-09742-4
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    References listed on IDEAS

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    1. Davidson, James, 1994. "Stochastic Limit Theory: An Introduction for Econometricians," OUP Catalogue, Oxford University Press, number 9780198774037.
    2. Philippe Picard & Claude Lefèvre & Ibrahim Coulibaly, 2003. "Multirisks Model and Finite-Time Ruin Probabilities," Methodology and Computing in Applied Probability, Springer, vol. 5(3), pages 337-353, September.
    3. Jun Cai & David Landriault & Tianxiang Shi & Wei Wei, 2017. "Joint Insolvency Analysis of a Shared MAP Risk Process: A Capital Allocation Application," North American Actuarial Journal, Taylor & Francis Journals, vol. 21(2), pages 178-192, April.
    4. Avram, Florin & Palmowski, Zbigniew & Pistorius, Martijn, 2008. "A two-dimensional ruin problem on the positive quadrant," Insurance: Mathematics and Economics, Elsevier, vol. 42(1), pages 227-234, February.
    5. Xin Zhang, 2008. "On the Ruin Problem in a Markov-Modulated Risk Model," Methodology and Computing in Applied Probability, Springer, vol. 10(2), pages 225-238, June.
    6. Dickson, David C.M. & Qazvini, Marjan, 2018. "Ruin problems in Markov-modulated risk models," Annals of Actuarial Science, Cambridge University Press, vol. 12(1), pages 23-48, March.
    7. Yi Lu & Cary Tsai, 2007. "The Expected Discounted Penalty at Ruin for a Markov-Modulated Risk Process Perturbed by Diffusion," North American Actuarial Journal, Taylor & Francis Journals, vol. 11(2), pages 136-149.
    8. D. Anderson & J. Blom & M. Mandjes & H. Thorsdottir & K. Turck, 2016. "A Functional Central Limit Theorem for a Markov-Modulated Infinite-Server Queue," Methodology and Computing in Applied Probability, Springer, vol. 18(1), pages 153-168, March.
    9. Cai, Jun & Li, Haijun, 2007. "Dependence properties and bounds for ruin probabilities in multivariate compound risk models," Journal of Multivariate Analysis, Elsevier, vol. 98(4), pages 757-773, April.
    10. Mark B. Wise & Vineer Bhansali, 2008. "Correlated Random Walks and the Joint Survival Probability," Papers 0812.2000, arXiv.org.
    11. Marcos Escobar & Julio Hernandez, 2014. "A Note on the Distribution of Multivariate Brownian Extrema," International Journal of Stochastic Analysis, Hindawi, vol. 2014, pages 1-6, November.
    12. Gong, Lan & Badescu, Andrei L. & Cheung, Eric C.K., 2012. "Recursive methods for a multi-dimensional risk process with common shocks," Insurance: Mathematics and Economics, Elsevier, vol. 50(1), pages 109-120.
    13. Pang, Guodong & Zheng, Yi, 2017. "On the functional and local limit theorems for Markov modulated compound Poisson processes," Statistics & Probability Letters, Elsevier, vol. 129(C), pages 131-140.
    14. Cho-Jieh Chen & Harry Panjer, 2009. "A bridge from ruin theory to credit risk," Review of Quantitative Finance and Accounting, Springer, vol. 32(4), pages 373-403, May.
    15. Stéphane Loisel, 2007. "Time to ruin, insolvency penalties and dividends in a Markov-modulated multi-risk model with common shocks," Post-Print hal-00165776, HAL.
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    Cited by:

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    2. Jingchao Li & Bihao Su & Zhenghong Wei & Ciyu Nie, 2022. "A Multinomial Approximation Approach for the Finite Time Survival Probability Under the Markov-modulated Risk Model," Methodology and Computing in Applied Probability, Springer, vol. 24(3), pages 2169-2194, September.

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