Spatial Prediction for Function Value Data

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Description

Kriging based methods are used for predicting functional data (curves) with spatial dependence. Initially the curves are pre-processed by fitting a Fourier or B-splines basis functions. Then the spatial dependence among curves is estimated by means of the trace-variogram function. Finally the parameters for performing prediction by Ordinary Kriging at unsampled locations are estimated by solving a linear system based on the estimated trace-variogram.

Details

Index:

1
geofd-package           Spatial prediction for function value data

Author(s)

Ramon Giraldo <rgiraldoh@unal.edu.co>, Pedro Delicado <pedro.delicado@upc.edu>, Jorge Mateu <mateu@mat.uji.es>

Maintainer: Pedro Delicado <pedro.delicado@upc.edu>