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

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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.

Author
Carlos Melo, Oscar Melo <oomelom@unal.edu.co>
Date of publication
2015-06-23 15:06:59
Maintainer
Carlos Melo <cmelo@udistrital.edu.co>
License
GPL (>= 2)
Version
0.5-0

View on CRAN

Man pages

cp.xnews
Generate the principal coordinates of a new individual from...
criterioST.cv
Cross-validation summaries
croatia
Map Croatia.
croatiadb
principal coordinates associated with data climatic stations...
croatia.grid7cp
Principal coordinates of a pixelated size 4994 in Croatia.
croatia.temp
Data climatic stations in Croatia.
dblm
Adjusting distance-based linear regression model
extractFormula
geospt internal function
geosptdb-package
Spatio-Temporal; Inverse Distance Weighting and Radial Basis...
graph.rbfST
Graph that describes the behavior of the optimized _eta_ and...
idwST
Inverse Distance Weighting (IDW) function for spatio-temporal...
idwST.cv
IDW spatio-temporal leave-one-out cross validation
idwST.cv1
Generate a RMSPE value, result of leave-one-out cross...
idwST.tcv
table of idw spatio-temporal leave-one-out cross validation
rbfST
gaussian, exponential, trigonometric, thin plate spline,...
rbfST.cv
Leave-one-out cross validation for spatio-temporal radial...
rbfST.cv1
RMSPE value result of leave-one-out cross validation for...
rbfST.tcv
table of rbf spatio-temporal cross validation, leave-one-out
standardize
standardize internal function

Files in this package

geosptdb
geosptdb/inst
geosptdb/inst/CITATION
geosptdb/NAMESPACE
geosptdb/data
geosptdb/data/croatia.grid7cp.rda
geosptdb/data/croatia.rda
geosptdb/data/croatia.temp.rda
geosptdb/data/croatiadb.rda
geosptdb/R
geosptdb/R/dblm.R
geosptdb/R/rbfST.cv.R
geosptdb/R/idwST.tcv.R
geosptdb/R/idwST.cv.R
geosptdb/R/idwST.cv1.R
geosptdb/R/cp.xnews.R
geosptdb/R/geosptdb_0.5-0.R
geosptdb/R/extractFormula.R
geosptdb/R/standardize.R
geosptdb/R/criterioST.cv.R
geosptdb/R/idwST.R
geosptdb/R/graph.rbfST.R
geosptdb/R/rbfST.cv1.R
geosptdb/R/rbfST.R
geosptdb/R/rbfST.tcv.R
geosptdb/MD5
geosptdb/DESCRIPTION
geosptdb/man
geosptdb/man/dblm.Rd
geosptdb/man/cp.xnews.Rd
geosptdb/man/croatia.temp.Rd
geosptdb/man/rbfST.tcv.Rd
geosptdb/man/extractFormula.Rd
geosptdb/man/idwST.Rd
geosptdb/man/idwST.tcv.Rd
geosptdb/man/croatiadb.Rd
geosptdb/man/geosptdb-package.Rd
geosptdb/man/graph.rbfST.Rd
geosptdb/man/criterioST.cv.Rd
geosptdb/man/croatia.grid7cp.Rd
geosptdb/man/rbfST.cv.Rd
geosptdb/man/idwST.cv1.Rd
geosptdb/man/idwST.cv.Rd
geosptdb/man/rbfST.Rd
geosptdb/man/rbfST.cv1.Rd
geosptdb/man/croatia.Rd
geosptdb/man/standardize.Rd