On the functional central limit theorem for stationary processes

Citation
J. Dedecker et E. Rio, On the functional central limit theorem for stationary processes, ANN IHP-PR, 36(1), 2000, pp. 1-34
Citations number
26
Categorie Soggetti
Mathematics
Journal title
ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES
ISSN journal
02460203 → ACNP
Volume
36
Issue
1
Year of publication
2000
Pages
1 - 34
Database
ISI
SICI code
0246-0203(200001/02)36:1<1:OTFCLT>2.0.ZU;2-T
Abstract
We give a sufficient condition for a stationary sequence of square-integrab le and real-valued random variables to satisfy a Donsker-type invariance pr inciple. This condition is similar to the L-1-criterion of Gordin for the u sual central limit theorem and provides invariance principles for alpha-mix ing or beta-mixing sequences as well as stationary Markov chains. In the la tter case, we present an example of a non irreducible and non cc-mixing cha in to which our result applies. (C) 2000 Editions scientifiques et medicale s Elsevier SAS.