Combining robustness with efficiency in the estimation of the variogram

DOI10.1007/s11004-010-9308-3zbMath1213.86014OpenAlexW2008082281MaRDI QIDQ539033

Hilário Miranda, Manuela Souto de Miranda

Publication date: 27 May 2011

Published in: Mathematical Geosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11004-010-9308-3

zbMATH Keywords

spatial statisticsbreakdown pointrobust estimatorbounded influence functionmultiple variograms estimator

Mathematics Subject Classification ID

Geostatistics (86A32)

Uses Software

• R
• geoR
• robustbase

Cites Work

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• On asymptotic distribution and asymptotic efficiency of least squares estimators of spatial variogram parameters
• Necessary and sufficient conditions for weak consistency of the median of independent but not identically distributed random variables
• Alternatives to the Median Absolute Deviation
• Robust Statistics
• Highly robust variogram estimation
• Variogram fitting by generalized least squares using an explicit formula for the covariance structure
• Spatial breakdown point of variogram estimators

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