English

A functional central limit theorem for regenerative chains

Probability 2008-09-24 v2

Abstract

Using the regenerative scheme of Comets, Fern\'andez and Ferrari (2002), we establish a functional central limit theorem (FCLT) for discrete time stochastic processes (chains) with summable memory decay. Furthermore, under stronger assumptions on the memory decay, we identify the limiting variance in terms of the process only. As applications, we define classes of binary autoregressive processes and power-law Ising chains for which the FCLT is fulfilled.

Keywords

Cite

@article{arxiv.0801.2263,
  title  = {A functional central limit theorem for regenerative chains},
  author = {G. Maillard and S. Schöpfer},
  journal= {arXiv preprint arXiv:0801.2263},
  year   = {2008}
}

Comments

14 pages

R2 v1 2026-06-21T10:03:02.066Z