Uniform convergence of estimator for nonparametric regression with dependent data

Uniform convergence of estimator for nonparametric regression with dependent data

Abstract In this paper, the authors investigate the internal estimator of nonparametric regression with dependent data such as α-mixing. Under suitable conditions such as the arithmetically α-mixing and E | Y 1 | s < ∞ $E|Y_{1}|^{s}<\infty$ ( s > 2 $s>2$ ), the convergence rate | m ˆ n (...

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Bibliographic Details
Main Authors: Xiaoqin Li, Wenzhi Yang, Shuhe Hu
Format: Article
Language:English
Published: SpringerOpen 2016-05-01
Series:Journal of Inequalities and Applications
Subjects:
nonparametric regression
internal estimator
arithmetically α-mixing
uniform convergence rate
Online Access:http://link.springer.com/article/10.1186/s13660-016-1087-z

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http://link.springer.com/article/10.1186/s13660-016-1087-z

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