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一类特殊非齐次树上马氏链的若干强大数定律 被引量:1

Some Strong Laws of Large Numbers for Markov Chain Fields Indexed by a Special Nonhomogeneous Tree
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摘要 首先给出了一类特殊非齐次树上可数状态马氏链的局部收敛定理,作为推论,得到了此类树上可数状态马氏链关于状态与状态序偶出现频率的若干极限性质,最后得到了这类特殊非齐次树上有限状态马氏链关于状态与状态序偶出现频率的强大数定律. We first give a local convergence theorem for countable Markov chains indexed by a special nonhomogeneous tree. As corollaries, we obtain some limit theorems for the frequencies of states and ordered couples of states for countable Markov chains indexed by the special nonhomogeneous tree. Finally, we obtain some strong laws of large numbers for the frequencies of states and ordered couples of states for finite Markov chains indexed by the special nonhomogeneous tree.
出处 《大学数学》 北大核心 2007年第1期121-129,共9页 College Mathematics
基金 国家自然科学基金(10571076)
关键词 马氏链 强大数定律 状态与状态序偶 Markov chain strong law of large numbers states and ordered couples of states
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参考文献5

  • 1Benjamini I, Peres Y. Markov chains index by trees[J]. Ann. Probab, 1994, 22(1):219-243.
  • 2Spitzer F. Markov random fields on an infinite trees[J]. Ann. Probab, 1975,3(3):387-398.
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  • 4Ye Z, Berger T. Information measures for discrete random fields[M]. Science Press, 1998.
  • 5Weiguo Yang. Some limit properties for Markov chains indexed by a homogeneous tree[J]. Staticstics & Probability letters, 2003, (65): 241-250.

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