geosptdb: Spatio-Temporal; Inverse Distance Weighting and Radial Basis Functions with Distance-Based Regression
Version 0.5-0

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.

Browse man pages Browse package API and functions Browse package files

AuthorCarlos Melo, Oscar Melo <oomelom@unal.edu.co>
Date of publication2015-06-23 15:06:59
MaintainerCarlos Melo <cmelo@udistrital.edu.co>
LicenseGPL (>= 2)
Version0.5-0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("geosptdb")

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

Functions

cp.xnews Man page
criterioST.cv Man page
croatia Man page
croatia.grid7cp Man page
croatia.temp Man page
croatiadb Man page
dblm Man page
extractFormula Man page
geosptdb Man page
geosptdb-package Man page
graph.rbfST Man page
idwST Man page
idwST.cv Man page
idwST.cv1 Man page
idwST.tcv Man page
rbfST Man page
rbfST.cv Man page
rbfST.cv1 Man page
rbfST.tcv Man page
standardize Man page

Files

inst
inst/CITATION
NAMESPACE
data
data/croatia.grid7cp.rda
data/croatia.rda
data/croatia.temp.rda
data/croatiadb.rda
R
R/dblm.R
R/rbfST.cv.R
R/idwST.tcv.R
R/idwST.cv.R
R/idwST.cv1.R
R/cp.xnews.R
R/geosptdb_0.5-0.R
R/extractFormula.R
R/standardize.R
R/criterioST.cv.R
R/idwST.R
R/graph.rbfST.R
R/rbfST.cv1.R
R/rbfST.R
R/rbfST.tcv.R
MD5
DESCRIPTION
man
man/dblm.Rd
man/cp.xnews.Rd
man/croatia.temp.Rd
man/rbfST.tcv.Rd
man/extractFormula.Rd
man/idwST.Rd
man/idwST.tcv.Rd
man/croatiadb.Rd
man/geosptdb-package.Rd
man/graph.rbfST.Rd
man/criterioST.cv.Rd
man/croatia.grid7cp.Rd
man/rbfST.cv.Rd
man/idwST.cv1.Rd
man/idwST.cv.Rd
man/rbfST.Rd
man/rbfST.cv1.Rd
man/croatia.Rd
man/standardize.Rd
geosptdb documentation built on May 19, 2017, 7:56 a.m.