geofd-package: Spatial Prediction for Function Value Data

In geofd: Spatial Prediction for Function Value Data

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:

geofd-package           Spatial prediction for function value data

Author(s)

Ramon Giraldo <[e-mail]>, Pedro Delicado <[e-mail]>, Jorge Mateu <[e-mail]>

Maintainer: Pedro Delicado <[e-mail]>

geofd documentation built on Jan. 29, 2020, 5:08 p.m.