R: Spatio-Temporal Radial Basis Functions with Distance-Based Methods (Optimization, Prediction and Cross Validation)

# Spatio-Temporal Radial Basis Functions with Distance-Based Methods (Optimization, Prediction and Cross Validation)

## Documentation for package ‘geosptdb’ version 1.0-2

- DESCRIPTION file.

## Help Pages

geosptdb-package | Spatio-Temporal Radial Basis Functions with Distance-Based Methods (Optimization, Prediction and Cross Validation)
cp.xnews | Generate the principal coordinates of a new individual from Gower's distance.
criteriaST.cv | Cross-validation summaries
croatia | Map Croatia.
croatia.grid | SpatialPointsDataFrame of a 24980 pixel grid in Croatia, with static topographic predictors such as: spatial coordinates, DEM, DSEA and TWI information.
croatia.grid7cp | Principal coordinates of a pixelated size 4994 in Croatia.
croatia.temp | Data climatic stations in Croatia.
croatia2008 | Data climatic stations in Croatia.
croatiadb | principal coordinates associated with data climatic stations in Croatia 2008.
dblm | Adjusting distance-based linear regression model
extractFormula | geospt internal function
geosptdb | Spatio-Temporal Radial Basis Functions with Distance-Based Methods (Optimization, Prediction and Cross Validation)
graph.rbfST | Graph that describes the behavior of the optimized _eta_ and _rho_ parameters, associated with a spatio-temporal radial basis function.
idwST | Inverse Distance Weighting (IDW) function for spatio-temporal prediction.
idwST.cv | IDW spatio-temporal leave-one-out cross validation
idwST.cv1 | Generate a RMSPE value, result of leave-one-out cross validation
idwST.tcv | table of idw spatio-temporal leave-one-out cross validation
rbfST | gaussian, exponential, trigonometric, thin plate spline, inverse multiquadratic, and multiquadratic radial basis function for spatio-temporal prediction
rbfST.cv | Leave-one-out cross validation for spatio-temporal radial basis function
rbfST.cv1 | RMSPE value result of leave-one-out cross validation for _rbfST_
rbfST.tcv | table of rbf spatio-temporal cross validation, leave-one-out
standardize | standardize internal function