English

Exponential phi-mixing implies exponential psi-mixing for Markov fields on bounded degree graphs

Probability 2025-11-14 v1

Abstract

We show that for non-degenerate kk-Markovian random fields with finite state space over a bounded degree graph with exponential growth rate θ\theta uniform ϕ\phi-mixing with exponential decay rate λ>3θ\lambda > 3\theta implies uniform ψ\psi-mixing with exponential decay rate (λ3θ)/9(\lambda - 3\theta)/9. As an application we obtain exponential ψ\psi-mixing for Gibbs fields on regular trees arising from finite range potentials such as the Ising model at low inverse temperature or the Potts model with sufficiently many spin states.

Keywords

Cite

@article{arxiv.2511.09692,
  title  = {Exponential phi-mixing implies exponential psi-mixing for Markov fields on bounded degree graphs},
  author = {Elias Zimmermann},
  journal= {arXiv preprint arXiv:2511.09692},
  year   = {2025}
}
R2 v1 2026-07-01T07:34:35.982Z