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Название: Chains with Complete Connections: General Theory, Uniqueness, Loss of Memory and Mixing Properties
Авторы: Roberto Fernandez, Gregory Maillard
Аннотация:
We introduce a statistical mechanical formalism for the study of discrete-time stochastic processes with which we prove: (i) General properties of extremal chains, including triviality on the tail σ -algebra, short-range correlations, real- ization via infinite-volume limits and ergodicity. (ii) Two new sufficient condi-
tions for the uniqueness of the consistent chain.