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Estimation of the generalized covariance function: II. A response surface approach
Authors:Thomas H Starks and Allen R Sparks
Institution:(1) Environmental Research Center, University of Nevada, 89154 Las Vegas, Nevada;(2) Computer Sciences Corporation, P.O. Box 15027, 89114 Las Vegas, Nevada
Abstract:A procedure is proposed that employs first-moment estimation (kriging), cross-validation, and response surface analysis to estimate parameters of a generalized covariance function. Results from application of this procedure to two data sets are given.
Keywords:Cross-validation  geostatistics  intrinsic random functions of orderk  kriging
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