Stochastic Local Interaction Model: An Alternative to Kriging for Massive Datasets
Dionissios T. Hristopulos, Andrew Pavlides, Vasiliki D. Agou, Panagiota Gkafa
Topics & Concepts
KrigingAlgorithmSparse matrixComputer scienceInterpolation (computer graphics)Mathematical optimizationMatrix (chemical analysis)MathematicsInversion (geology)Sampling (signal processing)ScalingApplied mathematicsGeostatisticsEstimation theoryKernel (algebra)Parameterized complexitySpatial analysisMatrix decompositionLikelihood functionUncertainty quantificationFisher informationKernel smootherMaximizationCovariance matrixFunction (biology)Computational complexity theorySmoothingKernel density estimationSpatial correlationProbability density functionMultivariate interpolationA priori and a posterioriStatisticsSoil Geostatistics and MappingSpatial and Panel Data AnalysisGeochemistry and Geologic Mapping