Functional Geostatistics: Univariate and Multivariate Functional Spatial Prediction

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Documentation for package ‘SpatFD’ version 0.0.1

• DESCRIPTION file.

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