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The Predictive Power of Anisotropic Spatial Correlation Modeling in Housing Prices

Zhu, Bing ; Füss, Roland ; Rottke, Nico


This paper develops a method to capture anisotropic spatial autocorrelation in the context of the simultaneous autoregressive model. Standard isotropic models assume that spatial correlation is a homogeneous function of distance. This assumption, however, is oversimplified if spatial dependence changes with direction. We thus propose a local anisotropic approach based on non-linear scale-space ...


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