Pointwise and uniform moderate deviations for nonparametric regression function estimator on functional data

In this paper we establish moderate deviations of regression function estimator on functional data. The pointwise moderate deviation principles of Nadaraya–Watson type estimator is considered by exponential equivalence. Depending on the Vapnik–Chervonenkis size of the class, the uniform moderate deviations are also obtained.

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Year of publication:	2013
Authors:	Liu, Qiaojing ; Zhao, Shoujiang
Published in:	Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 83.2013, 5, p. 1372-1381
Publisher:	Elsevier
Subject:	Uniform moderate deviations \| Regression function estimator \| Functional data

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

Persistent link: https://www.econbiz.de/10010662319