JOURNAL ARTICLE

Asymptotic normality for the estimator of non parametric regression model under ϕ-mixing errors

Lulu ZhengYang DingXuejun Wang

Year: 2016 Journal:   Communication in Statistics- Theory and Methods Vol: 46 (14)Pages: 6764-6773   Publisher: Taylor & Francis

Abstract

In this article, by using the Rosenthal-type inequality and the Bernstein's big-block and small-block procedure, we establish the asymptotic normality for the estimators of non parametric regression model based on ϕ-mixing errors. The result obtained in the article generalizes some corresponding ones for some dependent random variables.

Keywords:
Estimator Mathematics Mixing (physics) Parametric statistics Statistics Asymptotic distribution Normality Applied mathematics Regression analysis Physics

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0.30
FWCI (Field Weighted Citation Impact)
27
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0.72
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Citation History

Topics

Probability and Risk Models
Social Sciences →  Decision Sciences →  Management Science and Operations Research
Statistical Methods and Inference
Physical Sciences →  Mathematics →  Statistics and Probability
Statistical Distribution Estimation and Applications
Physical Sciences →  Mathematics →  Statistics and Probability

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