We establish the rate of convergence to the exponential distribution in the general limit theorem for the extreme values of regenerative processes. We also suggest some applications of this result to the birth and death processes and to the queue length processes.
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References
W. L. Smith, “Renewal theory and its ramifications,” J. Roy. Statist. Soc., 20, No. 2, 243–302 (1958).
W. Feller, An Introduction to Probability Theory and Its Applications, Vol. 2, John Wiley and Sons, New York (1968).
S. Asmussen, “Extreme values theory for queues via cycle maxima,” Extremes, 1, 137–168 (1998).
R. F. Serfozo, “Extreme values of birth and death processes and queues,” Stochastic Process. Appl., 27, 291–306 (1988).
O. K. Zakusylo and I. K. Matsak, “On the extreme values of some regenerative processes,” Teor. Imovirn. Mat. Stat., 97, 58–71 (2017).
V. V. Petrov, Sums of Independent Random Variables, Springer, Berlin (1975).
A. Renyi, “A Poisson-folyamat egy jellemzese,” Magyar Tud. Akad. Mat. Kutató Int. Közl., 1, 519–527 (1956).
S. Yu. Vsekhsvyatskii and V. V. Kalashnikov, “Estimates of the moments of occurrence of rare events in regenerative processes,” Theory Probab. Appl., 30, 618–621 (1986).
V. M. Kruglov and V. Yu. Korolev, Limit Theorems for Random Sums [in Russian], Moscow University, Moscow (1990).
J. Riordan, Stochastic Service Systems, John Wiley and Sons, New York (1962).
S. Karlin, A First Course in Stochastic Processes, Academic Press, New York (1968).
V. V. Anisimov, O. K. Zakusilo, and V. S. Donchenko, Elements of the Queuing Theory and Asymptotic Analysis of Systems [in Russian], Vyshcha Shkola, Kiev (1987).
S. Karlin and J. McGregor, “The classification of birth and death processes,” Trans. Amer. Math. Soc., 86, 366–400 (1957).
I. Matsak and O. Skurzhans’kyi, “Limit theorems for the extreme values of queue length in the queuing theory,” Visn. Kyiv. Nats. Univ., Ser. Fiz.-Mat. Nauk., No. 1(39), 28–36 (2018).
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Translated from Ukrains’kyi Matematychnyi Zhurnal, Vol. 72, No. 8, pp. 1064–1081, August, 2020. Ukrainian DOI: 10.37863/umzh.v72i8.1028.
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Zakusylo, O.K., Matsak, I.K. Estimation of the Rate of Convergence in the Limit Theorem for Extreme Values of Regenerative Processes. Ukr Math J 72, 1230–1250 (2021). https://doi.org/10.1007/s11253-020-01855-1
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DOI: https://doi.org/10.1007/s11253-020-01855-1