Tree-Indexed Markov Chains in Random Environment and Some of Their Strong Limit Properties
Zhiyan Shi , Bei Wang , Weiguo Yang , Zhongzhi Wang
Chinese Annals of Mathematics, Series B ›› 2022, Vol. 43 ›› Issue (4) : 621 -642.
Tree-Indexed Markov Chains in Random Environment and Some of Their Strong Limit Properties
In this paper, the authors first introduce the tree-indexed Markov chains in random environment, which takes values on a general state space. Then, they prove the existence of this stochastic process, and develop a class of its equivalent forms. Based on this property, some strong limit theorems including conditional entropy density are studied for the tree-indexed Markov chains in random environment.
Random environment / Tree-indexed Markov chains / Strong limit theorem / Conditional entropy density
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Shi, Z., Wang, Z., Zhong, P., et al., The Generalized Entropy Ergodic Theorem for Nonhomogeneous Bifurcating Markov Chains Indexed by a Binary Tree, Journal of Theoretical Probability, https://doi.org/10.1007/s10959-021-01117-1. |
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