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Almost sure convergence for weighted sums of WNOD random variables and its applications to non parametric regression models.

Authors :
Yan, Jigao
Source :
Communications in Statistics: Theory & Methods. 8/15/2018, Vol. 47 Issue 16, p3893-3909. 17p.
Publication Year :
2018

Abstract

In this article, some results on almost sure convergence for weighted sums of widely negative orthant dependent (WNOD) random variables are presented. The results obtained in the article generalize and improve the corresponding one of J. Lita Da Silva. [(2015), "Almost sure convergence for weighted sums of extended negatively dependent random variables." Acta Math. Hungar. 146 (1), 56-70]. As applications, the strong convergence for the estimator of non parametric regression model are established. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
47
Issue :
16
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
130251999
Full Text :
https://doi.org/10.1080/03610926.2017.1364390