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Alternative Models for Describing Spatial Dependence among Dwelling Selling Prices

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Author Info
A. F. Militino ()
M. D. Ugarte ()
L. García-Reinaldos
Abstract

In this article different spatial statistics techniques to analyze the behavior of used dwelling market prices are compared. We fit two lattice models: simultaneous and conditional autoregressive, a geostatistical model, the so-called universal kriging and finally, a linear mixed-effect model. Different spatial neighborhood structures are considered, as well as different spatial weight matrices and covariance models. The results are illustrated through a real data set of 293 properties from Pamplona, Spain.

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Article provided by Springer in its journal The Journal of Real Estate Finance and Economics.

Volume (Year): 29 (2004)
Issue (Month): 2 (09)
Pages: 193-209
Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Handle: RePEc:kap:jrefec:v:29:y:2004:i:2:p:193-209

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Web page: http://www.springerlink.com/link.asp?id=102945

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  1. Olivier Parent & James P. LeSage, 2008. "Using the variance structure of the conditional autoregressive spatial specification to model knowledge spillovers," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 235-256. [Downloadable!]
    Other versions:
  2. Martellosio, Federico, 2008. "Testing for spatial autocorrelation: the regressors that make the power disappear," MPRA Paper 10542, University Library of Munich, Germany. [Downloadable!]
  3. Steven Bourassa & Eva Cantoni & Martin Hoesli, 2007. "Spatial Dependence, Housing Submarkets, and House Price Prediction," The Journal of Real Estate Finance and Economics, Springer, vol. 35(2), pages 143-160, August. [Downloadable!] (restricted)
  4. Martellosio, Federico, 2006. "Power Properties of Invariant Tests for Spatial Autocorrelation in Linear Regression," MPRA Paper 7255, University Library of Munich, Germany, revised Aug 2008. [Downloadable!]
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This page was last updated on 2009-12-4.

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