GWmodel: Geographically-Weighted Models

Techniques from a particular branch of spatial statistics,termed geographically-weighted (GW) models. GW models suit situations when data are not described well by some global model, but where there are spatial regions where a suitably localised calibration provides a better description. 'GWmodel' includes functions to calibrate: GW summary statistics (Brunsdon et al., 2002)<doi:10.1016/s0198-9715(01)00009-6>, GW principal components analysis (Harris et al., 2011)<doi:10.1080/13658816.2011.554838>, GW discriminant analysis (Brunsdon et al., 2007)<doi:10.1111/j.1538-4632.2007.00709.x> and various forms of GW regression (Brunsdon et al., 1996)<doi:10.1111/j.1538-4632.1996.tb00936.x>; some of which are provided in basic and robust (outlier resistant) forms.

Version:	2.4-1
Depends:	R (≥ 3.0.0), robustbase, sp (> 1.4-0), Rcpp (≥ 1.0.12)
Imports:	methods, sf, grDevices, spacetime, spdep, spatialreg, FNN
LinkingTo:	Rcpp, RcppArmadillo, RcppEigen
Suggests:	mvoutlier, RColorBrewer, gstat, spData
Published:	2024-09-07
DOI:	10.32614/CRAN.package.GWmodel
Author:	Binbin Lu [aut, cre], Paul Harris [aut], Martin Charlton [aut], Chris Brunsdon [aut], Tomoki Nakaya [aut], Daisuke Murakami [ctb], Yigong Hu [ctb], Fiona H Evans [ctb], Hjalmar H<c3><b6>glund [ctb]
Maintainer:	Binbin Lu <binbinlu at whu.edu.cn>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:	http://gwr.nuim.ie/
NeedsCompilation:	yes
SystemRequirements:	GNU make
Citation:	GWmodel citation info
In views:	Spatial
CRAN checks:	GWmodel results

Documentation:

Reference manual:

GWmodel.html , GWmodel.pdf

Downloads:

Package source:	GWmodel_2.4-1.tar.gz
Windows binaries:	r-devel: GWmodel_2.4-1.zip, r-release: GWmodel_2.4-1.zip, r-oldrel: GWmodel_2.4-1.zip
macOS binaries:	r-release (arm64): GWmodel_2.4-1.tgz, r-oldrel (arm64): GWmodel_2.4-1.tgz, r-release (x86_64): GWmodel_2.4-1.tgz, r-oldrel (x86_64): GWmodel_2.4-1.tgz
Old sources:	GWmodel archive

Reverse dependencies:

Reverse depends:	SpatialRegimes
Reverse imports:	Compind, GeoWeightedModel, GWlasso

Linking:

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