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

Authors: Demšar, Urška; Fotheringham, Stewart A.; Charlton, Martin

Source: Cartographic Journal, The, Volume 45, Number 3, August 2008 , pp. 182-192(11)

Publisher: Maney Publishing

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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.

Document Type: Research article

DOI: 10.1179/000870408X311378

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