We construct a large family of ergodic non-Markovian processes with infinite memory having the same p-dimensional marginal laws of an arbitrary ergodic Markov chain or projection of Markov chains. Some of their spectral and mixing properties are given. We show that the Chapman-Kolmogorov equation for the ergodic transition matrix is generically satisfied by infinite memory processes.
@article{bwmeta1.element.bwnjournal-article-doi-10_4064-cm90-2-2,
author = {M. Courbage and D. Hamdan},
title = {A family of stationary processes with infinite memory having the same p-marginals. Ergodic and spectral properties},
journal = {Colloquium Mathematicae},
volume = {89},
year = {2001},
pages = {159-179},
zbl = {0990.60038},
language = {en},
url = {http://dml.mathdoc.fr/item/bwmeta1.element.bwnjournal-article-doi-10_4064-cm90-2-2}
}
M. Courbage; D. Hamdan. A family of stationary processes with infinite memory having the same p-marginals. Ergodic and spectral properties. Colloquium Mathematicae, Tome 89 (2001) pp. 159-179. http://gdmltest.u-ga.fr/item/bwmeta1.element.bwnjournal-article-doi-10_4064-cm90-2-2/