software . 2019

GWmodel

Lu, B.; Harris, P.; Charlton, M.; Brunsdon, C; Nakaya, T.; Gollini, I.;
Open Access
  • Published: 01 Jan 2019
  • Country: United Kingdom
Abstract
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.
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