geofd-package: Spatial Prediction for Function Value Data

Description Details Author(s)


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.



geofd-package           Spatial prediction for function value data


Ramon Giraldo <[email protected]>, Pedro Delicado <[email protected]>, Jorge Mateu <[email protected]>

Maintainer: Pedro Delicado <[email protected]>

geofd documentation built on May 30, 2017, 2:53 a.m.