Local linear regression estimation of the variogram

In this work, we introduce the local linear semivariogram. Several properties of this estimator are established and compared with those of the Nadaraya-Watson semivariogram. Finally, an adaptation of Shapiro and Botha's fit is applied to produce a valid estimator.

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Year of publication:	2003
Authors:	García-Soidán, Pilar H. ; González-Manteiga, Wenceslao ; Febrero-Bande, Manuel
Published in:	Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 64.2003, 2, p. 169-179
Publisher:	Elsevier
Keywords:	Intrinsic stationarity Isotropy Local regression Variogram

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

Persistent link: https://www.econbiz.de/10005254425