The asymptotic normality of internal estimator for nonparametric regression

In this paper, we aim to study the asymptotic properties of internal estimator of nonparametric regression with independent and dependent data. Under some weak conditions, we present some results on asymptotic normality of the estimator. Our results extend some corresponding ones.

Detalles Bibliográficos
Autores principales: Li, Penghua, Li, Xiaoqin, Chen, Liping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6132389/
https://www.ncbi.nlm.nih.gov/pubmed/30839660
http://dx.doi.org/10.1186/s13660-018-1832-6
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author Li, Penghua
Li, Xiaoqin
Chen, Liping
author_facet Li, Penghua
Li, Xiaoqin
Chen, Liping
author_sort Li, Penghua
collection PubMed
description In this paper, we aim to study the asymptotic properties of internal estimator of nonparametric regression with independent and dependent data. Under some weak conditions, we present some results on asymptotic normality of the estimator. Our results extend some corresponding ones.
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spelling pubmed-61323892018-09-14 The asymptotic normality of internal estimator for nonparametric regression Li, Penghua Li, Xiaoqin Chen, Liping J Inequal Appl Research In this paper, we aim to study the asymptotic properties of internal estimator of nonparametric regression with independent and dependent data. Under some weak conditions, we present some results on asymptotic normality of the estimator. Our results extend some corresponding ones. Springer International Publishing 2018-09-10 2018 /pmc/articles/PMC6132389/ /pubmed/30839660 http://dx.doi.org/10.1186/s13660-018-1832-6 Text en © The Author(s) 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research
Li, Penghua
Li, Xiaoqin
Chen, Liping
The asymptotic normality of internal estimator for nonparametric regression
title The asymptotic normality of internal estimator for nonparametric regression
title_full The asymptotic normality of internal estimator for nonparametric regression
title_fullStr The asymptotic normality of internal estimator for nonparametric regression
title_full_unstemmed The asymptotic normality of internal estimator for nonparametric regression
title_short The asymptotic normality of internal estimator for nonparametric regression
title_sort asymptotic normality of internal estimator for nonparametric regression
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6132389/
https://www.ncbi.nlm.nih.gov/pubmed/30839660
http://dx.doi.org/10.1186/s13660-018-1832-6
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