Spatio-Temporal; Inverse Distance Weighting and Radial Basis Functions with Distance-Based Regression

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Documentation for package ‘geosptdb’ version 0.5-0

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geosptdb-package Spatio-Temporal; Inverse Distance Weighting and Radial Basis Functions with Distance-Based Regression
cp.xnews Generate the principal coordinates of a new individual from Gower's distance.
criterioST.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.
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; Inverse Distance Weighting and Radial Basis Functions with Distance-Based Regression
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