On spatial conditional mode estimation for a functional regressor

Let (Zi=(Xi,Yi),i∈ZN) be a F×R-valued measurable strictly stationary spatial process, where F is a semi-metric space. We study a kernel estimator of the conditional mode of the univariate response variable Yi given the functional variable Xi. The main aim of this paper is to prove the almost complete convergence (with rate) of this estimate

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Year of publication:	2012
Authors:	Dabo-Niang, Sophie ; Kaid, Zoulikha ; Laksaci, Ali
Published in:	Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 82.2012, 7, p. 1413-1421
Publisher:	Elsevier
Subject:	Spatial process \| Conditional mode estimate \| Non-parametric \| Functional data

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

Persistent link: https://ebvufind01.dmz1.zbw.eu/10011039785