Combining Geovisual Analytics with Spatial Statistics: the Example of Geographically Weighted Regression


Demsar, Urska and Fotheringham, Stewart and Charlton, Martin (2008) Combining Geovisual Analytics with Spatial Statistics: the Example of Geographically Weighted Regression. The Cartographic Journal, 45 (3). pp. 182-192. ISSN 0008-7041

[img]
Preview
Download (3MB) | Preview


Share your research

Twitter Facebook LinkedIn GooglePlus Email more...



Add this article to your Mendeley library


Abstract

An attempt is made to facilitate interpretation of the results of a spatial statistical method – Geographically Weighted Regression (GWR) – using a geovisual exploratory approach. The GWR parameter space is treated as a multivariate dataset and explored in a geovisual exploratory environment with the goal to identify spatial and multivariate patterns that describe the spatial variability of the parameters and underlying spatial processes.

Item Type: Article
Keywords: Statistics; Geospatial data; Regressions Analysis; Multivariate Analysis; Spatial Analysis;
Academic Unit: Faculty of Science and Engineering > Research Institutes > National Centre for Geocomputation, NCG
Item ID: 5777
Identification Number: 10.1179/000870408X311378
Depositing User: Martin Charlton
Date Deposited: 04 Feb 2015 15:45
Journal or Publication Title: The Cartographic Journal
Publisher: The British Cartographic Society
Refereed: Yes
URI:

Repository Staff Only(login required)

View Item Item control page

Document Downloads

More statistics for this item...