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Lu, Binbin, Harris, Paul, Charlton, Martin, Brunsdon, Chris, Nakaya, Tomoki and Gollini, Isabella (2015) Package ‘GWmodel’. Documentation. National University of Ireland Maynooth. (Unpublished)
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Abstract
In GWmodel, we introduce techniques from a particular branch of spatial statis-
tics,termed geographically-weighted (GW) models. GW models suit situa-
tions when data are not described well by some global model, but where there are spatial re-
gions where a suitably localised calibration provides a better description. GWmodel in-
cludes functions to calibrate: GW summary statistics, GW principal components analy-
sis, GW discriminant analysis and various forms of GW regression; some of which are pro-
vided in basic and robust (outlier resistant) forms.
| Item Type: | Monograph (Documentation) |
|---|---|
| Keywords: | Geographically-Weighted Models; |
| Academic Unit: | Faculty of Science and Engineering > Research Institutes > National Centre for Geocomputation, NCG |
| Item ID: | 5753 |
| Depositing User: | Martin Charlton |
| Date Deposited: | 02 Feb 2015 12:27 |
| Publisher: | National University of Ireland Maynooth |
| Related URLs: | |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/5753 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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