The asymptotic normality of internal estimator for nonparametric regression
Abstract 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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| Language: | English |
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Springer
2018-09-01
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| Series: | Journal of Inequalities and Applications |
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| Online Access: | http://link.springer.com/article/10.1186/s13660-018-1832-6 |
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doaj-art-4bd45892db2a4e47b68141d644c6f9192018-09-16T11:03:48ZengSpringerJournal of Inequalities and Applications1029-242X2018-09-012018111210.1186/s13660-018-1832-6The asymptotic normality of internal estimator for nonparametric regressionPenghua Li0Xiaoqin Li1Liping Chen2Automotive Electronics Engineering Research Center, College of Automation, Chongqing University of Posts and TelecommunicationsSchool of Mathematical Sciences, Anhui UniversitySchool of Electrical Engineering and Automation, Hefei University of TechnologyAbstract 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.http://link.springer.com/article/10.1186/s13660-018-1832-6Asymptotic normalityNonparametric regressionInternal estimatorDependent data |
| institution |
Open Data Bank |
| collection |
Open Access Journals |
| building |
Directory of Open Access Journals |
| language |
English |
| format |
Article |
| author |
Penghua Li Xiaoqin Li Liping Chen |
| spellingShingle |
Penghua Li Xiaoqin Li Liping Chen The asymptotic normality of internal estimator for nonparametric regression Journal of Inequalities and Applications Asymptotic normality Nonparametric regression Internal estimator Dependent data |
| author_facet |
Penghua Li Xiaoqin Li Liping Chen |
| author_sort |
Penghua Li |
| title |
The asymptotic normality of internal estimator for nonparametric regression |
| title_short |
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_sort |
asymptotic normality of internal estimator for nonparametric regression |
| publisher |
Springer |
| series |
Journal of Inequalities and Applications |
| issn |
1029-242X |
| publishDate |
2018-09-01 |
| description |
Abstract 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. |
| topic |
Asymptotic normality Nonparametric regression Internal estimator Dependent data |
| url |
http://link.springer.com/article/10.1186/s13660-018-1832-6 |
| _version_ |
1612573929993404416 |