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 |