Some Strong Limit Theorems for Hidden Markov Models Indexed by a Non-homogeneous Tree

摘要

The strong limit theorems is one of the central questions for studying in the International Probability theory. In this paper, some strong limit theorems for hidden Markov models indexed by a non-homogeneous tree were obtained by constructing a martingale difference series.