Local linear regression estimation of the variogram.

DOI10.1016/S0167-7152(03)00149-4zbMath1113.62318OpenAlexW2074701022MaRDI QIDQ1423136

Pilar H. García-Soidán, Manuel Febrero-Bande, Wenceslao González Manteiga

Publication date: 14 February 2004

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0167-7152(03)00149-4

zbMATH Keywords

IsotropyLocal regressionVariogramIntrinsic stationarity

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Nonparametric regression and quantile regression (62G08)

Related Items (5)

Model-based variance estimation in non-measurable spatial designs ⋮ Asymptotic normality of the Nadaraya-Watson semivariogram estimators ⋮ Goodness-of-fit tests for the spatial spectral density ⋮ Inference for variograms ⋮ A nonparametric bootstrap method for spatial data

Cites Work

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• Properties of nonparametric estimators of autocovariance for stationary random fields
• Variogram fitting with a general class of conditionally nonnegative definite functions
• On the nonparametric estimation of covariance functions

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