A look at the quality of the approximation of the functional central limittheorem

Citation
P. Perron et S. Mallet, A look at the quality of the approximation of the functional central limittheorem, ECON LETT, 68(3), 2000, pp. 225-234
Citations number
9
Categorie Soggetti
Economics
Journal title
ECONOMICS LETTERS
ISSN journal
01651765 → ACNP
Volume
68
Issue
3
Year of publication
2000
Pages
225 - 234
Database
ISI
SICI code
0165-1765(200009)68:3<225:ALATQO>2.0.ZU;2-2
Abstract
This note investigates the adequacy of the finite sample approximation prov ided the Functional Central Limit Theorem when the errors are allowed to be dependent. We compare the distribution of the scaled partial sums of some data with the distribution of the Wiener process to which it converges. Our setup is, on purpose, very simple in that it considers data generated from an ARMA(1,1) process. Yet, this is sufficient to bring out interesting con clusions about the particular elements which cause the approximations to be inadequate in even quite large sample sizes. (C) 2000 Elsevier Science S.A . All rights reserved. JEL classification: C1.