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Given a Harris chain (Mn)n≥0 on any state space (S, C) with essentially unique stationary measure ξ, let (Xn)n≥0 be a sequence of real-valued random variables which are conditionally independent, given (Mn)n≥0, and satisfy [formula].. for some stochastic kernel Q : S2 × B → [0, 1] and all k ≥ 1. Denote by Sn the n-th partial sum of this sequence. Then (Mn, Sn)n≥0 forms a so-called Markov random walk with driving chain (Mn, Sn)n≥0. Its stationary mean drift is given by μ = EξX1 and assumed to be positive in which case the associated (strictly ascending) ladder epochs [formula].. and the ladder heights S*n = Sσn for n ≥ 0 are a.s. positive and finite randomvariables. Put M*n = Mσn. ……..[formula]
Czasopismo
Rocznik
Tom
Strony
151--168
Opis fizyczny
Bibliogr. 10 poz.
Twórcy
autor
- Institut für Mathematische Statistik, Fachbereich Mathematik, Westfalische Wilhelms-Universität Münster, Einsteinstraße 62, D-48149 Münster, Germany'
Bibliografia
- [1] G. Aismeуer, On the Markov renewal theorem, Stochastic Process. Appl. 50 (1994), pp. 37-56.
- [2] G. Aismeуer, Some notes on Harris recurrence and regeneration, Technical Report, University of Münster, 1996.
- [3] G. Alsmeyer, The Markov renewal theorem and related results, Markov Proc. Rel. Fields 3 (1997), pp. 103-127.
- [4] G. Alsmeyer and V. Hoefs, Renewal theory for stationary m-block factors: A Markov renewal approach, Technical Report, University of Münster, 1998.
- [5] S. Asmussen, Applied Probability and Queues, Wiley, New York 1987.
- [6] K. B. Athreya and P. Ney, A new approach to the limit theory of recurrent Markov chains, Trans. Amer. Math. Soc. 245 (1978), pp. 493-501.
- [7] S. Janson, Runs in m-dependent sequences, Ann. Probab. 12 (1984), pp. 805-818.
- [8] S. P. Meyn and R. L. Tweedie, Markov Chains and Stochastic Stability, Springer, New York 1993.
- [9] E. Nummelin, A splitting-technique for Harris recurrent Markov chains, Z. Wahrscheinlichkeitstheorie verw. Gebiete 43 (1978), pp. 309-318.
- [10] V. M. Shurenkov, On the theory of Markov renewal, Theory Probab. Appl. 29 (1984), pp. 247-265.
Typ dokumentu
Bibliografia
Identyfikator YADDA
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