convergence rates 1higher-order markov chains 1mixing times 1stationary distribution 1stochastic processes 1
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math.PR2026
Marginal Stationary Distributions and Convergence Rates of Higher Order Markov Chains
Lixing Han
The paper studies regular higher‑order Markov chains, defining a marginal stationary distribution for the current state and analyzing its properties, convergence rates, and mixing…
math.PR2025
On Limiting Probability Distributions of Higher Order Markov Chains
Lixing Han, Jianhong Xu
The limiting probability distribution is one of the key characteristics of a Markov chain since it shows its long-term behavior. In this paper, for a higher order Markov chain, we…