Lu, Binbin and Harris, Paul and Charlton, Martin and Brunsdon, Chris and Nakaya, Tomoki and Gollini, Isabella (2015) Package ‘GWmodel’. Documentation. National University of Ireland Maynooth. (Unpublished)

Preview

Download (262kB) | Preview

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
URI:	Organisation
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

Repository Staff Only(login required)

Item control page

Downloads

Origin of downloads