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Variogram models must be positive-definite
Authors:Margaret Armstrong and Romain Jabin
Institution:(1) Centre de Geostatistique et de Morphologie Mathematique, Ecole des Mines, 35 Rue St. Honore, 77305 Fontainbleau, France
Abstract:The aim of this short article is to stress the importance of using only positive-definite functions as models for covariance functions and variograms.The two examples presented show that a negative variance can easily be obtained when a nonadmissible function is chosen for the variogram model.
Keywords:Variograms  geostatistics  positive-definite
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