Irregular sets and Central Limit Theorems for dependent triangular arrays
Methodology
2009-11-06 v1
Abstract
In previous papers, we studied the asymptotic behaviour of where is a centered, stationary and weakly dependent random field, and , . This leads to the definition of asymptotically measurable sets, which enjoy the property that has a Gaussian weak limit for any belonging to a certain class. Here we extend this type of results to the case of weakly dependent triangular arrays and present an application of this technique to regression models. Indeed, we prove that CLT and related results hold for , where satisfies certain regularity conditions, and are independent random fields, is weakly dependent and satisfies some Strong Law of Large Numbers.
Cite
@article{arxiv.0911.1117,
title = {Irregular sets and Central Limit Theorems for dependent triangular arrays},
author = {Beatriz Marron and Ana Tablar},
journal= {arXiv preprint arXiv:0911.1117},
year = {2009}
}
Comments
14 pages