# Functional Geostatistics: Univariate and Multivariate Functional Spatial Prediction

## Documentation for package ‘SpatFD’ version 0.0.1

- DESCRIPTION file
- Package README

## Help Pages

AirQualityBogota | Air quality data of Bogota, Colombia
classification | Classification Function for Functional Data
COKMexico | Air quality data of Mexico
COKS_scores_lambdas | Functional cokriging
COK_crossval_loo | Leave-One-Out Cross-Validation for Functional cokriging
coord | Coordinates of measurement stations Bogota, Colombia
coord_NO2 | Coordinates of air quality data of Mexico
coord_PM10 | Coordinates of air quality data of Mexico
create_mcov | Create Covariance Matrices given a series of spatial model parameters
CrossSpatFD | Creates univariate and multivariate CrossSpatFD object to perform crossed validation for functional spatial prediction.
crossval_loo | Leave-One-Out Cross-Validation for Functional Kriging
FD_optimal_design | Optimal Spatial Design For Functional Data
generate_basis | Creates functional ortogonal basis as fd object.
gfdata | Creates gfdata objects.
gfd_clasif_data | Divide the data in train and test dataset
gfd_variog_geoR | Generate Variograms for Functional Data from a gfdata object
ggmap_KS | Map plot of a 'KS_pred' object
ggplot_KS | ggplot of predicted functions
KS_scores_lambdas | Functional Kriging
map | map of Bogota, Colombia
map_mex | map of Mexico
mclass_data | Get the mean of means for each class
mean_mean | Calculate Mean Functions for Each Class
Mex_PM10 | Air quality data of Mexico
NO2 | Air quality data of Mexico
PM10 | PM10 of Bogota, Colombia
print.OptimalSpatialDesign | Print of OptimalSpatialDesign objects
recons_fd | Linear combinations for functional kriging
scores | Spatial random field of scores
sim_functional_process | Simulation of unconditional or conditional functional spatial process.
SpatFD | Creates univariate and multivariate SpatFD objects.
summary.COKS_pred | Summary of COKS_pred objects
summary.gfdata | Summary of gfdata objects
summary.KS_pred | Summary of KS_pred objects
summary.SpatFD | Summary of SpatFD objects
vowels | Imaginary thinking of the five Spanish vowels
vowels_coords | Coordinates of electrodes from the vowels data set