Skip to main content
Log in

Boundary Crossing Problems for Compound Renewal Processes

  • Published:
Siberian Mathematical Journal Aims and scope Submit manuscript

Abstract

We find sharp asymptotics of the probability that the trajectory of a compound renewal process crosses (or does not cross) an arbitrary remote boundary. In particular, some limit theorems are obtained for the distribution of the maximum of the process in the domain of large deviations. We also give some applications to the classical ruin probability problem in insurance theory.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Borovkov A. A., “Integro-local theorems in boundary crossing problems for compound renewal processes),” Sib. Math. J., vol. 60, no. 6, 957–972 (2019).

    Article  Google Scholar 

  2. Borovkov A. A. and Mogulskii A. A., “Integro-local limit theorems for compound renewal processes under Cramér’s condition. I, II),” Sib. Math. J., vol. 59, I: no. 3, 383–402; II: no. 4, 578–597 (2018).

    Article  MathSciNet  Google Scholar 

  3. Borovkov A. A. and Rogozin B. A., “Boundary value problems for some two-dimensional random walks),” Theory Probab. Appl., vol. 9, no. 3, 361–388 (1964).

    Article  MathSciNet  Google Scholar 

  4. Cramér H., Collective Risk Theory, Erselte, Stockholm (1955).

    Google Scholar 

  5. Asmussen S. and Albrecher H., Ruin Probabilities. Second Edition, World Sci., Singapore (2010).

    Book  Google Scholar 

  6. Borovkov A. A., Probability Theory, Springer-Verlag, New York (2013).

    Book  Google Scholar 

  7. Borovkov A. A., “New limit theorems for boundary problems for sums of independent summands),” Sib. Mat. Zh., vol. 3, no. 5, 654–694 (1962).

    Google Scholar 

  8. Borovkov A. A., Asymptotic Analysis of Random Walks: Rapidly Decreasing Jumps [Russian], Fizmatlit, Moscow (2013).

    MATH  Google Scholar 

  9. Borovkov A. A. and Mogulskii A. A., “Limit theorems in the boundary hitting problem for a multidimensional random walk),” Sib. Math. J., vol. 42, no. 2, 240–270 (2001).

    Article  Google Scholar 

  10. Borovkov A. A., “Large deviation principles in boundary problems for compound renewal processes),” Sib. Math. J., vol. 57, no. 3, 442–469 (2016).

    Article  MathSciNet  Google Scholar 

  11. Asmussen S., Applied Probability and Queues (Stochastic Modelling and Applied Probability). Second Edition, Springer-Verlag, New York (2003) (Appl. Math.; Vol. 51).

    MATH  Google Scholar 

  12. Asmussen S., “Approximations for the probability of rain within finite time),” Scand. Actuarial J., vol. 1984, 31–57 (1984).

    Article  Google Scholar 

  13. Von Bahr B., “Ruin probabilities expressed in terms of ladder height distributions),” Scand. Actuarial J., vol. 1974, 190–204 (1974).

    Article  MathSciNet  Google Scholar 

  14. Drekic S. and Willmot G. E., “On the density and moments of the time of ruin with exponential claims),” ASTIN Bull., vol. 33, no. 1, 11–21 (2003).

    Article  MathSciNet  Google Scholar 

  15. Borovkov A. A., Stochastic Processes in Queueing Theory, Springer-Verlag, New York (1976).

    Book  Google Scholar 

  16. Zachary S. and Foss S. G., “On the exact distributional asymptotics for the supremum of a random walk with increments in a class of light-tailed distributions),” Sib. Math. J., vol. 47, no. 6, 1034–1041 (2006).

    Article  Google Scholar 

  17. Korshunov D. A., “The critical case of the Cramér—Lundberg theorem on the asymptotic tail behavior of the maximum of a negative drift random walk),” Sib. Math. J., vol. 46, no. 6, 1077–1081 (2005).

    Article  Google Scholar 

  18. Borovkov A. A. and Borovkov K. A., Asymptotic Analysis of Random Walks: Heavy-Tailed Distributions, Cambridge Univ. Press, Cambridge (2008).

    Book  Google Scholar 

  19. Korshunov D., “On subexponential tails for the maxima of negatively driven compound renewal and Lévy processes),” Stoch. Proc. Appl., vol. 128, no. 4, 1316–1332 (2018).

    Article  MathSciNet  Google Scholar 

  20. Foss S. G. and Puhalskii A. A., “On the limit law of a random walk conditioned to reach a high level),” Stoch. Proc. Appl., vol. 121, 288–313 (2011).

    Article  MathSciNet  Google Scholar 

  21. Borovkov A. A., “On subexponential distributions and asymptotics of the distribution of the maximum of sequential sums),” Sib. Math. J., vol. 43, no. 6, 995–1022 (2002).

    Article  MathSciNet  Google Scholar 

  22. Borovkov A. A., “Second order approximation for the distribution of the maximum of a random walk with negative drift and infinite variance),” Theory Probab. Appl., vol. 59, no. 1, 3–22 (2015).

    Article  MathSciNet  Google Scholar 

  23. Borovkov A. A., Some Boundary Value Problems of Probability: Crossing Problems by a Random Process, Palmarium Acad. Publ., Saarbrücken (2016).

    Google Scholar 

  24. Kingman F. G., “On queues in heavy traffic),” J. R. Statist. Soc. Ser. B, vol. 24, no. 2, 383–392 (1962).

    MathSciNet  MATH  Google Scholar 

  25. Prokhorov Yu. V., “The threshold phenomena in the queuing processes. I),” Litovsk. Mat. Sb., vol. 3, no. 1, 199–206 (1963).

    MathSciNet  MATH  Google Scholar 

  26. Borovkov A. A., “Stability theorems and the second-order asymptotics in threshold phenomena for boundary functionals of random walks),” Siberian Adv. Math., vol. 26, no. 4, 231–246 (2016).

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. A. Borovkov.

Additional information

Russian Text © The Author(s), 2020, published in Sibirskii Matematicheskii Zhurnal, 2020, Vol. 61, No. 1, pp. 29–59.

The author was partially supported by the Program of Basic Scientific Research of the Siberian Branch of the Russian Academy of Sciences (Grant No. I.1.3, Project 0314—2016—0008) as well as funded by the Russian Foundation for Basic Research (Grant 18—01—00101a).

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Borovkov, A.A. Boundary Crossing Problems for Compound Renewal Processes. Sib Math J 61, 21–46 (2020). https://doi.org/10.1134/S0037446620010036

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S0037446620010036

Keywords

Navigation