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

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Documentation for package ‘geosptdb’ version 1.0-1

• 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.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