Geographically Weighted Regression: A Natural Evolution of the Expansion Method for Spatial Data Analysis
- 1 November 1998
- journal article
- research article
- Published by SAGE Publications in Environment and Planning A: Economy and Space
- Vol. 30 (11), 1905-1927
- https://doi.org/10.1068/a301905
Abstract
Geographically weighted regression and the expansion method are two statistical techniques which can be used to examine the spatial variability of regression re...Keywords
This publication has 11 references indexed in Scilit:
- Spatial Nonstationarity and Autoregressive ModelsEnvironment and Planning A: Economy and Space, 1998
- The geography of parameter space: an investigation of spatial non-stationarityInternational Journal of Geographical Information Science, 1996
- Directional Variation in Distance DecayEnvironment and Planning A: Economy and Space, 1995
- GIS and spatial analytical problemsInternational Journal of Geographical Information Science, 1993
- WARPED SPACE: A GEOGRAPHY OF DISTANCE DECAY∗The Professional Geographer, 1991
- Locally Weighted Regression: An Approach to Regression Analysis by Local FittingJournal of the American Statistical Association, 1988
- An alternative method of cross-validation for the smoothing of density estimatesBiometrika, 1984
- Regional Shifts in the Manufacturing Productivity Response to Output Growth: Sunbelt Versus SnowbeltUrban Geography, 1983
- Robust Locally Weighted Regression and Smoothing ScatterplotsJournal of the American Statistical Association, 1979
- Generating Models by the Expansion Method: Applications to Geographical Research*Geographical Analysis, 1972