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The Predictive Power of Anisotropic Spatial Correlation Modeling in Housing Prices

Zhu, Bing and Füss, Roland and Rottke, Nico (2011) The Predictive Power of Anisotropic Spatial Correlation Modeling in Housing Prices. The Journal of Real Estate Finance and Economics 42 (4), pp. 542-565.

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Abstract

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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Item Type:Article
Date:2011
Institutions:Business, Economics and Information Systems > Institut für Betriebswirtschaftslehre > Lehrstuhl für Immobilienfinanzierung (Prof. Dr. Steffen Sebastian)
Business, Economics and Information Systems > IRE|BS > Lehrstuhl für Immobilienfinanzierung (Prof. Dr. Steffen Sebastian)
Identification Number:
ValueType
10.1007/s11146-009-9209-8DOI
Keywords:Spatial regression; Hedonic price model; Anisotropic spatial correlation; Simultaneous autoregressive model; Housing market
Subjects:300 Social sciences > 330 Economics
Status:Published
Refereed:Yes, this version has been refereed
Created at the University of Regensburg:No
Owner: Epub Sebastian
Deposited On:09 Aug 2011 06:21
Last Modified:29 Aug 2011 13:40
Item ID:21686
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