Shannon-McMillan theorem and strong law of large numbers for Markov chains indexed by generalized spherically symmetric trees

被引:2
|
作者
Peng, Weicai [1 ]
Xi, Xinyue [2 ]
机构
[1] Chaohu Univ, Dept Math & Stat, Hefei 238000, Anhui, Peoples R China
[2] Jiangsu Univ, Sch Math Sci, Zhenjiang, Jiangsu, Peoples R China
关键词
Tree-indexed Markov chain; generalized spherically symmetric tree; Shannon-McMillan theorem; strong law of large numbers;
D O I
10.1080/03610926.2021.1955385
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper, we investigate some strong limit properties for Markov chains indexed by a class of infinite trees, which are the generalizations of the spherically symmetric tree. We first give the definition of the generalized spherically symmetric tree model, then obtain the strong law of large numbers for Markov chain indexed by such tree. Finally, we establish the Shannon-McMillan theorem for Markov chains indexed by generalized spherically symmetric tree by applying the Stolz theorem. The obtained properties are generalizations of some known results in the existing literature.
引用
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页码:2562 / 2573
页数:12
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