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http://dx.doi.org/10.14317/jami.2012.30.3_4.541

SOME LIMIT PROPERTIES OF RANDOM TRANSITION PROBABILITY FOR SECOND-ORDER NONHOMOGENEOUS MARKOV CHAINS ON GENERALIZED GAMBLING SYSTEM INDEXED BY A DOUBLE ROOTED TREE  

Wang, Kangkang (School of Mathematics and Physics, Jiangsu University of Science and Technology)
Zong, Decai (College of Computer Science and Engineering, Changshu Institute of Technology)
Publication Information
Journal of applied mathematics & informatics / v.30, no.3_4, 2012 , pp. 541-553 More about this Journal
Abstract
In this paper, we study some limit properties of the harmonic mean of random transition probability for a second-order nonhomogeneous Markov chain on the generalized gambling system indexed by a tree by constructing a nonnegative martingale. As corollary, we obtain the property of the harmonic mean and the arithmetic mean of random transition probability for a second-order nonhomogeneous Markov chain indexed by a double root tree.
Keywords
double root tree; second-order nonhomogeneous Markov chains; random transition probability; harmonic mean; generalized gambling system;
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1 W. Liu, A limit property of random conditional probabilities, Statist. Probab. Lett., 49 (2000), 299-304   DOI
2 R. Pemantle, Andomorphism invariant measure on tree, Ann. Probab, 20 (1992), 1549-1566   DOI
3 Z.Y. Shi and W.G. Yang, Some limit properties of random transition probability for second- order nonhomogeneous Markov chains indexed by a tree, Journal of Inequalities and Applications, ID 503203. (2009)
4 W.G. Yang, Some limit properties for Markov chains indexed by homogeneous tree , Stat. Probab. Letts. 65(2003), 241-250.   DOI
5 W.G. Yang and W. Liu, Strong law of large numbers for Markov chains fields on a bethe tree , Stat. Probab. Letts. 49(2000), 245-250.   DOI
6 W.G. Yang and Z. Ye, The asymptotic equipartition property for nonhomogeneous Markov chains indexed by a homogeneous tree, IEEE Trans. Inform. Theory 53(2007), 3275-3280   DOI
7 Z. Ye and T. Berger, Ergodic regularity and asymptotic equipartition property of random fields on trees, Combin. Inform. System. Sci 21(1996), 157-184.
8 Z. Ye and T. Berger, Information Measure for Discrete Random Fields, Science Press, Beijing, New York. 1998.
9 I. Benjamini and Y. Peres, Markov chains indexed by trees, Ann. Probab. 22(1994), 219-243.   DOI
10 T. Berger and Z. Ye, Entropic aspects of random fields on trees, IEEE Trans. Inform. Theory 36(1990), 1006-1018.   DOI
11 H.L. Huang and W.G. Yang, Strong law of large numbers for Markov chains indexed by an infinite tree with uniformly bounded degree, Science in China 51(2008), 195-202.
12 A.N. Kolmogorov, On the logical foundation of probability theory, Springer-Verlag. New York, 1982.
13 W. Liu, A strong limit theorem for the harmonic mean of the random transition probabilities of finite nonhomogeneous Markov chains, Acta Mathematica Scientia, 20 (2000), 81-84. (In Chinese)
14 W. Liu, A limit property of random conditional probabilities and an approach of conditional moment generating function, Acta Mathematicae Applicatae Sinica, 23 (2000), 275-279. (In Chinese)