Moderate deviations for some nonparametric estimators with errors in variables

We study moderate deviations of some nonparametric estimators with ordinary smooth measurement errors. The moderate deviation principles for the kernel estimators of regression functions and conditional distribution functions are obtained.

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Year of publication:	2012
Authors:	Zhao, Shoujiang ; Liu, Qiaojing
Published in:	Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 82.2012, 6, p. 1175-1184
Publisher:	Elsevier
Subject:	Moderate deviations \| Errors in variables \| Regression function \| Conditional distribution function

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10010571762