Abstract
In this paper, we study the strong law of large numbers and Shannon-McMillan (S-M) theorem for Markov chains indexed by an infinite tree with uniformly bounded degree. The results generalize the analogous results on a homogeneous tree.
Similar content being viewed by others
References
Benjamini I, Peres Y. Markov chains indexed by trees. Ann Probab, 22: 219–243 (1994)
Kemeny J G, Snell J L, Knapp A W. Denumberable Markov Chains. New York: Springer, 1976
Spitzer F. Markov random fields on an infinite tree. Ann Probab, 3: 387–398 (1975)
Berger T, Ye Z. Entropic aspects of random fields on trees. IEEE Trans Inform Theory, 36: 1006–1018 (1990)
Ye Z, Berger T. Ergodic, regulary and asymptotic equipartition property of random fields on trees. J Combin Inform System Sci, 21: 157–184 (1996)
Ye Z, Berger T. Information Measures for Discrete Random Fields. Beijing: Science Press, 1998
Pemantle R. Antomorphism invariant measure on trees. Ann Prob, 20: 1549–1566 (1992)
Yang W G, Liu W. Strong law of large numbers for Markov chains fields on a Bethe tree. Statist Prob Lett, 49: 245–250 (2000)
Takacs C. Strong law of large numbers for branching Markov chains. Markov Proc Related Fields, 8: 107–116 (2001)
Liu W, Yang W G. A extension of Shannon-McMillan theorem and some limit properties for nonhomogeneous Markov chains. Stochastic Process Appl, 61: 129–145 (1996)
Liu W, Yang W G. The Markov approximation of the sequences of N-valued random variables and a class of deviation theorems. Stochastic Process Appl, 89: 117–130 (2000)
Yang W G. Some limit properties for Markov chains indexed by a homogeneous tree. Statist Prob Lett, 65: 241–250 (2003)
Author information
Authors and Affiliations
Corresponding author
Additional information
This work was supported by the National Natural Science Foundation of China (Grant No. 10571076)
Rights and permissions
About this article
Cite this article
Huang, H., Yang, W. Strong law of large numbers for Markov chains indexed by an infinite tree with uniformly bounded degree. Sci. China Ser. A-Math. 51, 195–202 (2008). https://doi.org/10.1007/s11425-008-0015-1
Received:
Accepted:
Issue Date:
DOI: https://doi.org/10.1007/s11425-008-0015-1