Brunsdon, Chris and Fotheringham, Stewart and Charlton, Martin
(2002)
Geographically weighted summary statistics — a
framework for localised exploratory data analysis.
Computers, Environment and Urban Systems, 26.
pp. 501-524.
ISSN 0198-9715
Abstract
Geographical kernel weighting is proposed as a method for deriving local summary statistics
from geographically weighted point data. These local statistics are then used to visualise
geographical variation in the statistical distribution of variables of interest. Univariate and
bivariate summary statistics are considered, for both moment-based and order-based
approaches. Several aspects of visualisation are considered. Finally, an example based on
house price data is presented.
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