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Spatial Statistics and Real Estate

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Author Info
Pace, R Kelley
Barry, Ronald
Sirmans, C F

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Abstract

Real estate has historically employed statistical tools designed for independent observations while simultaneously noting the violation of these assumptions in the form of clustering of same sign residuals by neighborhood, along roads, and near facilities such as airports. Spatial statistics takes these dependencies into account to provide more realistic inference (OLS has biased standard errors), better prediction, and more efficient parameter estimation. This article provides an overview of the field and directs readers to the relevant literature and software. Copyright 1998 by Kluwer Academic Publishers

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File URL: http://journals.kluweronline.com/issn/0895-5638/contents
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Publisher Info
Article provided by Springer in its journal Journal of Real Estate Finance & Economics.

Volume (Year): 17 (1998)
Issue (Month): 1 (July)
Pages: 5-13
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:17:y:1998:i:1:p:5-13

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  1. Soto, Patricia & Vandeveer, Lonnie & Henning, Steve, 2002. "Spatial Relationships In Rural Land Markets With Emphasis On A Flexible Weights Matrix," 2002 Annual meeting, July 28-31, Long Beach, CA 19731, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  2. David M. Brasington & Andres Jauregui & Diane Hite, 2009. "House Price Impacts of Racial, Income, Education, and Age Neighborhood Spatial Concentration," University of Cincinnati, Economics Working Papers Series 2009-05, University of Cincinnati, Department of Economics. [Downloadable!]
  3. David Brasington & Don Haurin, . "Capitalization of Parent, School, and Peer Group Components of School Quality into House Price," Departmental Working Papers 2005-04, Department of Economics, Louisiana State University. [Downloadable!]
  4. Pyykkonen, Perttu, 2005. "Spatial Analysis of Factors Affecting Finnish Farmland Prices," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24541, European Association of Agricultural Economists. [Downloadable!]
  5. Luc Anselin & Nancy Lozano-Gracia, 2008. "Errors in variables and spatial effects in hedonic house price models of ambient air quality," Empirical Economics, Springer, vol. 34(1), pages 5-34, February. [Downloadable!] (restricted)
  6. David M. Brasington & Diane Hite, . "Demand for Environmental Quality: A Spatial Hedonic Approach," Departmental Working Papers 2005-08, Department of Economics, Louisiana State University. [Downloadable!]
  7. François Des Rosiers & Marius Thériault & Yan Kestens & Paul Villeneuve, 2002. "Landscaping and House Values: An Empirical Investigation," Journal of Real Estate Research, American Real Estate Society, vol. 23(1/2), pages 139-162. [Downloadable!]
  8. David Brasington & Don Haurin, . "Educational Outcomes and House Values: A Test of the Value-Added Approach," Departmental Working Papers 2005-03, Department of Economics, Louisiana State University. [Downloadable!]
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  9. Trudy Ann Cameron, 2003. "Directional Heterogeneity in Distance Profiles in Hedonic Property Value Models," University of Oregon Economics Department Working Papers 2003-17, University of Oregon Economics Department, revised 01 Jul 2003. [Downloadable!]
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  10. Mark J. Garmaise & Tobias J. Moskowitz, 2004. "Bank Mergers and Crime: The Real and Social Effects of Credit Market Competition," NBER Working Papers 11006, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  11. Luc Anselin & Julie Le Gallo, 2006. "Interpolation of Air Quality Measures in Hedonic House Price Models: Spatial Aspects," Spatial Economic Analysis, Taylor and Francis Journals, vol. 1(1), pages 31-52, June. [Downloadable!] (restricted)
  12. Jorge Chica-Olmo, 2007. "Prediction of Housing Location Price by a Multivariate Spatial Method: Cokriging," Journal of Real Estate Research, American Real Estate Society, vol. 29(1), pages 95-114. [Downloadable!]
  13. Joachim Zietz & Bobby Newsome, 2002. "Agency Representation and the Sale Price of Houses," Journal of Real Estate Research, American Real Estate Society, vol. 24(2), pages 165-192. [Downloadable!]
  14. 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)
  15. Alicia N. Rambaldi & D.S. Prasada Rao & K. Renuka Ganegodage, 2009. "Spatial Autocorrelation and Extrapolation of Purchasing Power Parities. Modelling and Sensitivity Analysis," CEPA Working Papers Series WP012009, School of Economics, University of Queensland, Australia. [Downloadable!]
  16. Stephen Meyer & Roger A. McCain & Paul Jensen, 2003. "Hybrid Real Estate Valuation Models with Neighborhood Effects: Marrying Geographic Information Systems and Nonlinear Econometrics," Computing in Economics and Finance 2003 17, Society for Computational Economics. [Downloadable!]
  17. Hua Sun & Yong Tu & Shi-Ming Yu, 2005. "A Spatio-Temporal Autoregressive Model for Multi-Unit Residential Market Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 31(2), pages 155-187, September. [Downloadable!] (restricted)
  18. Paul Voss & David Long & Roger Hammer & Samantha Friedman, 2006. "County child poverty rates in the US: a spatial regression approach," Population Research and Policy Review, Springer, vol. 25(4), pages 369-391, August. [Downloadable!] (restricted)
  19. David M. Brasington, . "School Choice and the Flight to Private Schools: To What Extent Are Public and Private Schools Substitutes?," Departmental Working Papers 2006-04, Department of Economics, Louisiana State University. [Downloadable!]
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  20. Robert J. Hill & Daniel Melser, 2007. "Comparing House Prices Across Regions and Time: An Hedonic Approach," Discussion Papers 2007-33, School of Economics, The University of New South Wales. [Downloadable!]
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