gwrr: Fits geographically weighted regression models with diagnostic tools
Version 0.2-1

Fits geographically weighted regression (GWR) models and has tools to diagnose and remediate collinearity in the GWR models. Also fits geographically weighted ridge regression (GWRR) and geographically weighted lasso (GWL) models.

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AuthorDavid Wheeler
Date of publication2013-06-19 18:13:24
MaintainerDavid Wheeler <dcwheels@gmail.com>
LicenseGPL (>= 2)
Version0.2-1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("gwrr")

Man pages

columbus: Columbus crime
gwl.est: Geographically weighted lasso
gwr.bw.est: Cross-validation estimation of kernel bandwidth
gwr.est: Geographically weighted regression
gwrr.est: Geographically weighted ridge regression
gwrr-package: Geographically weighted regression models with penalties and...
gwr.vdp: Collinearity diagnostics for geographically weighted...

Functions

columbus Man page
gwl.beta Source code
gwl.bw.cv Source code
gwl.cv.err Source code
gwl.est Man page Source code
gwr.beta Source code
gwr.bw.cv Source code
gwr.bw.est Man page Source code
gwr.cv.err Source code
gwr.est Man page Source code
gwr.rmse Source code
gwr.rsquare Source code
gwr.vdp Man page Source code
gwr.yhat Source code
gwrr Man page
gwrr-package Man page
gwrr.beta Source code
gwrr.bw.rd.cv Source code
gwrr.cv.err Source code
gwrr.est Man page Source code
gwrr.rd.cv Source code
local.vdp Source code
w.exp Source code
w.gauss Source code

Files

MD5
man
man/gwrr.est.rd
man/gwrr-package.Rd
man/gwr.vdp.Rd
man/gwr.est.Rd
man/gwr.bw.est.Rd
man/gwl.est.rd
man/columbus.Rd
data
data/columbus.rda
R
R/gwrr_helpers.R
R/gwrr.est.R
R/gwr.vdp.R
R/gwr.est.R
R/gwr.bw.est.R
R/gwl.est.r
NAMESPACE
DESCRIPTION
gwrr documentation built on May 22, 2017, 4:20 a.m.