Method evidence record

Robust Kriging

Robust Kriging is a geostatistical interpolation method that extends classical kriging by replacing sensitive variogram estimation with outlier-resistant alternatives, most notably the Cressie-Hawkins robust estimator. It produces spatially interpolated predictions that are not distorted by anomalous or extreme observations in the data.

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Robust Kriging Spatial Interpolation

Taxonomic method record · regression-model / spatial-analysis

Cressie, N., & Hawkins, D. M. (1980). Robust estimation of the variogram: I. Journal of the International Association for Mathematical Geology, 12(2), 115–125. · DOI 10.1007/BF01035243
Cressie, N. A. C. (1993). Statistics for Spatial Data (Revised ed.). Wiley-Interscience. · ISBN 978-0471002550

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Related methods

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Taxonomic bucketCo-krigingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketOrdinary Krigingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSpatial Autocorrelationmachine-suggested · Relational suggestion, not evidence.Same method familyUniversal Krigingmachine-suggested · Relational suggestion, not evidence.