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A general result on complete f-moment convergence with its application to nonparametric regression models.
- Source :
-
Stochastic Models . 2024, Vol. 40 Issue 1, p123-151. 29p. - Publication Year :
- 2024
-
Abstract
- In this paper, the complete f-moment convergence for weighted sums of sequences of extended negatively dependent random variables is investigated. As a result, we not only extend and generalize some results on complete convergence obtained by Wu and Zhai (Journal of Mathematical Inequalities, 13(1): 251-260, 2019), but also get some results on the complete consistency for the estimator of nonparametric regression models and provide some simulations to assess the validity of our theoretical results. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 15326349
- Volume :
- 40
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Stochastic Models
- Publication Type :
- Academic Journal
- Accession number :
- 175035133
- Full Text :
- https://doi.org/10.1080/15326349.2023.2210206