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geosptdb (version 0.5-0)

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

Description

Spatio-temporal: Inverse Distance Weighting (IDW) and radial basis functions; optimization, prediction, summary statistics from leave-one-out cross-validation, adjusting distance-based linear regression model and generation of the principal coordinates of a new individual from Gower's distance.

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Version

Install

install.packages('geosptdb')

Monthly Downloads

189

Version

0.5-0

License

GPL (>= 2)

Maintainer

Carlos Melo

Last Published

June 23rd, 2015

Functions in geosptdb (0.5-0)

Graph that describes the behavior of the optimized eta and rho parameters, associated with a spatio-temporal radial basis function.

table of idw spatio-temporal leave-one-out cross validation

Generate the principal coordinates of a new individual from Gower's distance.

Data climatic stations in Croatia.

Adjusting distance-based linear regression model

geosptdb-package

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

IDW spatio-temporal leave-one-out cross validation

standardize internal function

principal coordinates associated with data climatic stations in Croatia 2008.

Cross-validation summaries

RMSPE value result of leave-one-out cross validation for rbfST

Generate a RMSPE value, result of leave-one-out cross validation

table of rbf spatio-temporal cross validation, leave-one-out

Inverse Distance Weighting (IDW) function for spatio-temporal prediction.

geospt internal function

gaussian, exponential, trigonometric, thin plate spline, inverse multiquadratic, and multiquadratic radial basis function for spatio-temporal prediction

croatia.grid7cp

Principal coordinates of a pixelated size 4994 in Croatia.

Leave-one-out cross validation for spatio-temporal radial basis function