gfd_variog_geoR: Generate Variograms for Functional Data from a gfdata object

In SpatFD: Functional Geostatistics: Univariate and Multivariate Functional Spatial Prediction

Generate Variograms for Functional Data from a gfdata object

Description

This function generates variograms for functional data based on PCA results.

Usage

  gfd_variog_geoR(gfd_pca_Data, pairsmin = 2)

Arguments

gfd_pca_Data	A list of PCA results for functional data.
pairsmin	Minimum number of pairs for variogram calculation.

Value

A list containing geodata objects and variograms.

Examples

  data(vowels)
  
  #### Create parameters and names for the data.
  p = 228 ; nelec = 21 ; nvow = 5
  names_vowels = c("a","e","i","o","u")
  n.basis<-c(14,13,12,13,11)
  s4.gfdata = gfdata(data=vowels,p=p,names=names_vowels,coords=vowels_coords,nbasis=n.basis)
  
  s4.sep=gfd_clasif_data(s4.gfdata, 0.8,seed = 2910)
  
  s4.train=s4.sep$train
  
  s4.var.geoR=gfd_variog_geoR(s4.train)

SpatFD documentation built on June 22, 2024, 10:41 a.m.