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Approximation with ergodic processes and testability

Published in Journal of Applied Probability • Jan 23, 2024
NobleIDNI2P22W81R12S53
Authors:
Isaac Loh

Abstract

Abstract We show that stationary time series can be uniformly approximated over all finite time intervals by mixing, non-ergodic, non-mean-ergodic, and periodic processes, and by codings of aperiodic processes. A corollary is that the ergodic hypothesis—that time averages will converge to their stat...

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