Local linear regression estimation of the variogram
Pilar H. García-Soidán,
Wenceslao González-Manteiga and
Manuel Febrero-Bande
Statistics & Probability Letters, 2003, vol. 64, issue 2, 169-179
Abstract:
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.
Keywords: Intrinsic; stationarity; Isotropy; Local; regression; Variogram (search for similar items in EconPapers)
Date: 2003
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