Man pages for SpatFD
Functional Geostatistics: Univariate and Multivariate Functional Spatial Prediction
| AirQualityBogota | Air quality data of Bogota, Colombia |
| classification | Classification Function for Functional Data |
| COK_crossval_loo | Leave-One-Out Cross-Validation for Functional cokriging |
| COKMexico | Air quality data of Mexico |
| COKS_scores_lambdas | 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... |
| CrossSpatFD | Creates univariate and multivariate CrossSpatFD object to... |
| 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... |
| 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 |
