GWmodel

J - Computer programs

Lu, B., Harris, P., Charlton, M., Brunsdon, C, Nakaya, T. and Gollini, I. 2019. GWmodel.

AuthorsLu, B., Harris, P., Charlton, M., Brunsdon, C, Nakaya, T. and Gollini, I.
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.

Year of Publication2019
Web address (URL)https://cran.r-project.org/web/packages/GWmodel/GWmodel.pdf
Funder project or codeThe North Wyke Farm Platform- National Capability [2017-22]
Open accessPublished as bronze (free) open access
File
Output statusPublished
Copyright licenseCC BY

Permalink - https://repository.rothamsted.ac.uk/item/8w9yy/gwmodel

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