GWmodel (version 2.3-2)

Geographically-Weighted Models

Description

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), GW principal components analysis (Harris et al., 2011), GW discriminant analysis (Brunsdon et al., 2007) and various forms of GW regression (Brunsdon et al., 1996); some of which are provided in basic and robust (outlier resistant) forms.

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Install

install.packages('GWmodel')

Monthly Downloads

2,059

Version

2.3-2

License

GPL (>= 2)

Maintainer

Last Published

January 31st, 2024

Functions in GWmodel (2.3-2)