Inheritance of strong mixing and weak dependence under renewal sampling
Statistics Theory
2022-02-02 v3 Methodology
Statistics Theory
Abstract
Let be a continuous-time strongly mixing or weakly dependent process and a renewal process independent of with inter-arrival times . We show general conditions under which the sampled process is strongly mixing or weakly dependent. Moreover, we explicitly compute the strong mixing or weak dependence coefficients of the renewal sampled process and show that exponential or power decay of the coefficients of is preserved (at least asymptotically). Our results imply that essentially all central limit theorems available in the literature for strongly mixing or weakly dependent processes can be applied when renewal sampled observations of the process are at disposal.
Keywords
Cite
@article{arxiv.2007.00574,
title = {Inheritance of strong mixing and weak dependence under renewal sampling},
author = {Dirk-Philip Brandes and Imma Valentina Curato and Robert Stelzer},
journal= {arXiv preprint arXiv:2007.00574},
year = {2022}
}