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The Key Renewal Theorem for a Transient Markov Chain

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Abstract

We consider a time-homogeneous real-valued Markov chain X n , n≥0. Suppose that this chain is transient, that is, X n generates a σ-finite renewal measure. We prove the key renewal theorem under the condition that this chain has jumps that are asymptotically homogeneous at infinity and asymptotically positive drift.

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References

  1. Alsmeyer, G.: On the Markov renewal theorem. Stoch. Process. Appl. 50, 37–56 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  2. Athreya, K.B., McDonald, D., Ney, P.: Limit theorems for semi-Markov processes and renewal theorem for Markov chains. Ann. Probab. 6, 788–797 (1978)

    Article  MATH  MathSciNet  Google Scholar 

  3. Asmussen, S.: Applied Probability and Queues. Springer, New York (2003)

    MATH  Google Scholar 

  4. Borovkov, A.A.: Asymptotically optimal solutions in a change-point problem. Theory Probab. Appl. 43, 539–561 (1999)

    Article  MathSciNet  Google Scholar 

  5. Borovkov, A.A., Foss, S.G.: Estimates for overshooting an arbitrary boundary by a random walk and their applications. Theory Probab. Appl. 44, 231–253 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  6. Choquet, G., Deny, J.: Sur l’équation de convolution μ=μ σ. C. R. Acad. Sci. Paris Ser. A 250, 799–801 (1960)

    MATH  MathSciNet  Google Scholar 

  7. Feller, W.: An Introduction to Probability Theory and Its Applications, vol. II, 2nd edn. Wiley, New York (1971)

    MATH  Google Scholar 

  8. Feller, W., Orey, S.: A renewal theorem. J. Math. Mech. 10, 619–624 (1961)

    MATH  MathSciNet  Google Scholar 

  9. Fuh, C.-D.: Uniform Markov renewal theory and ruin probabilities in Markov random walks. Ann. Appl. Probab. 14, 1202–1241 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  10. Heyde, C.C.: Asymptotic renewal results for a natural generalization of classical renewal theory. J. R. Stat. Soc. Ser. B 29, 141–150 (1967)

    MATH  MathSciNet  Google Scholar 

  11. Horváth, L.: A strong nonlinear renewal theorem with applications to sequential analysis. Scand. J. Statist. 12, 271–280 (1985)

    MathSciNet  Google Scholar 

  12. Kesten, H.: Renewal theory for Markov chains. Ann. Probab. 3, 355–387 (1974)

    Article  MathSciNet  Google Scholar 

  13. Kim, D.Y., Woodroofe, M.: A non-linear renewal theorem with stationary and slowly changing perturbations. IMS Lect. Notes Monogr. Ser. 50, 164–175 (2006)

    Article  Google Scholar 

  14. Klüppelberg, C., Pergamenchtchikov, S.: Renewal theory for functionals of a Markov chain with compact state space. Ann. Probab. 31, 2270–2300 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  15. Korshunov, D.A.: Limit theorems for general Markov chains. Sib. Math. J. 42, 301–316 (2001)

    Article  MathSciNet  Google Scholar 

  16. Lai, T.L., Siegmund, D.O.: A non-linear renewal theory with applications to sequential analysis, I. Ann. Stat. 5, 946–954 (1977)

    Article  MATH  MathSciNet  Google Scholar 

  17. Lai, T.L., Siegmund, D.O.: A non-linear renewal theory with applications to sequential analysis, II. Ann. Stat. 7, 60–76 (1979)

    Article  MATH  MathSciNet  Google Scholar 

  18. Maejima, M.: On local limit theorems and Blackwells renewal theorem for independent random variables. Ann. Inst. Stat. Math. 27, 507–520 (1975)

    Article  MATH  MathSciNet  Google Scholar 

  19. Meyn, S.P., Tweedie, R.L.: Markov Chains and Stochastic Stability. Springer, London (1993)

    MATH  Google Scholar 

  20. Nummelin, E.: Uniform and ratio limit theorems for Markov renewal and semi-regenerative processes on a general state space. Ann. Inst. Henri Poincaré 14, 119–143 (1978)

    MathSciNet  Google Scholar 

  21. Raugi, A.: A general Choquet-Deny theorem for nilpotent groups. Ann. Inst. Henri Poincaré 40, 677–683 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  22. Revuz, P.: Markov Chains. North-Holland, Amsterdam (1984)

    MATH  Google Scholar 

  23. Wang, M., Woodroofe, M.: A uniform renewal theorem. Seq. Anal. 15, 21–36 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  24. Williamson, J.: Some renewal theorems for non-negative independent random variables. Trans. Am. Math. Soc. 114, 417–445 (1965)

    Article  MATH  MathSciNet  Google Scholar 

  25. Woodroofe, M.: Nonlinear Renewal Theory in Sequential Analysis. CBMS-NSF Regional Conference Series in Applied Mathematics, vol. 39. SIAM, Philadelphia (1982)

    Google Scholar 

  26. Zhang, C.H.: A non-linear renewal theory. Ann. Probab. 16, 793–824 (1988)

    Article  MATH  MathSciNet  Google Scholar 

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Correspondence to Dmitry Korshunov.

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Korshunov, D. The Key Renewal Theorem for a Transient Markov Chain. J Theor Probab 21, 234–245 (2008). https://doi.org/10.1007/s10959-007-0132-8

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  • DOI: https://doi.org/10.1007/s10959-007-0132-8

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