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.
Similar content being viewed by others
References
Borovkov A. A., “Integro-local theorems in boundary crossing problems for compound renewal processes),” Sib. Math. J., vol. 60, no. 6, 957–972 (2019).
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).
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).
Cramér H., Collective Risk Theory, Erselte, Stockholm (1955).
Asmussen S. and Albrecher H., Ruin Probabilities. Second Edition, World Sci., Singapore (2010).
Borovkov A. A., Probability Theory, Springer-Verlag, New York (2013).
Borovkov A. A., “New limit theorems for boundary problems for sums of independent summands),” Sib. Mat. Zh., vol. 3, no. 5, 654–694 (1962).
Borovkov A. A., Asymptotic Analysis of Random Walks: Rapidly Decreasing Jumps [Russian], Fizmatlit, Moscow (2013).
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).
Borovkov A. A., “Large deviation principles in boundary problems for compound renewal processes),” Sib. Math. J., vol. 57, no. 3, 442–469 (2016).
Asmussen S., Applied Probability and Queues (Stochastic Modelling and Applied Probability). Second Edition, Springer-Verlag, New York (2003) (Appl. Math.; Vol. 51).
Asmussen S., “Approximations for the probability of rain within finite time),” Scand. Actuarial J., vol. 1984, 31–57 (1984).
Von Bahr B., “Ruin probabilities expressed in terms of ladder height distributions),” Scand. Actuarial J., vol. 1974, 190–204 (1974).
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).
Borovkov A. A., Stochastic Processes in Queueing Theory, Springer-Verlag, New York (1976).
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).
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).
Borovkov A. A. and Borovkov K. A., Asymptotic Analysis of Random Walks: Heavy-Tailed Distributions, Cambridge Univ. Press, Cambridge (2008).
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).
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).
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).
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).
Borovkov A. A., Some Boundary Value Problems of Probability: Crossing Problems by a Random Process, Palmarium Acad. Publ., Saarbrücken (2016).
Kingman F. G., “On queues in heavy traffic),” J. R. Statist. Soc. Ser. B, vol. 24, no. 2, 383–392 (1962).
Prokhorov Yu. V., “The threshold phenomena in the queuing processes. I),” Litovsk. Mat. Sb., vol. 3, no. 1, 199–206 (1963).
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).
Author information
Authors and Affiliations
Corresponding author
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
About this article
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
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1134/S0037446620010036