GWmodel-package

GWmodel

<p>In GWmodel, we introduce 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, GW principal components analysis, GW discriminant analysis 
and various forms of GW regression; some of which are provided in basic and robust (outlier resistant) forms.</p>

package

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.

Package:	GWmodel
Type:	Package
Version:	2.1-3
Date:	2019-07-11
License:	GPL (>=2)
LazyLoad:	yes

GWmodel-package: Geographically-Weighted Models

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