Abstract
In this paper, we consider the (L, 1) state-dependent reflecting random walk (RW) on the half line, which is an RW allowing jumps to the left at a maximal size L. For this model, we provide an explicit criterion for (positive) recurrence and an explicit expression for the stationary distribution. As an application, we prove the geometric tail asymptotic behavior of the stationary distribution under certain conditions. The main tool employed in the paper is the intrinsic branching structure within the (L, 1)-random walk.
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References
Brémont, J.: On some random walks on ℤ in random medium. Ann. Probab., 30(3), 1266–1312 (2002)
Chen, M. F., Mao, Y. H.: An Introduction to Stochastic Processes, High Education Press, Beijing, 2007
Durrett, R.: Probability: Theory and Examples, 3rd Edition, Duxbury Press, Belmont, 1996
Dwass, M.: Branching processes in simple random walk. Proc. Amer. Math. Soc., 51, 270–274 (1975)
Hong, W. M., Wang, H. M.: Branching structure for an (L-1) random walk in random environment and its applications. Infin. Dimens. Anal. Quantum Probab. Relat. Top., to appear, arXiv:1003.3731 (2009)
Hong, W. M., Zhang, L.: Branching structure for the transient (1, R)-random walk in random environment and its applications. Infin. Dimens. Anal. Quantum Probab. Relat. Top., 13, 589–618 (2010)
Horn, R. A., Johnson, C. R.: Matrix Analysis, Cambridge University Press, Cambridge, 1990
Karlin, S., McGregor, J.: The classification of birth and death processes. Trans. Amer. Math. Soc., 86, 366–400 (1957)
Karlin, S., Taylor, H. M.: A First Course in Stochastic Processes, 2nd Edition, Academic Press, New York, 1975
Kesten, H., Kozlov, M. V., Spitzer, F.: A limit law for random walk in a random encironment. Compositio Math., 30, 145–168 (1975)
Krause, G. M.: Bounds for the variation of matrix eigenvalues and polynomial roots. Linear Algebra Appl., 208, 73–82 (1994)
Ostrowski, A.: Solution of Equations in Euclidean and Banach Space, Academic Press, New York, 1973
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Supported by National Natural Science Foundation of China (Grant No. 11131003) and the Natural Sciences and Engineering Research Council of Canada (Grant No. 315660)
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Hong, W.M., Zhou, K., Qiang, Y. et al. Explicit stationary distribution of the (L, 1)-reflecting random walk on the half line. Acta. Math. Sin.-English Ser. 30, 371–388 (2014). https://doi.org/10.1007/s10114-014-3009-7
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DOI: https://doi.org/10.1007/s10114-014-3009-7
Keywords
- Random walk
- multi-type branching process
- recurrence
- positive recurrence
- stationary distribution
- tail asymptotic