Anistropic Autocorrelation in House Prices
AbstractThis paper examines anisotropic spatial autocorrelation in single-family house prices and in hedonic house price equation residuals using a spherical semivariogram and transactions data for one county in the Philadelphia, Pennsylvania MSA. Isotropic semivariograms model spatial relationships as a function of the distance separating properties in space. Anisotropic semivariograms model spatial relationships as a function of both the distance and the direction separating observations in space. The goals of this paper are: (1) to determine whether there is spatial autocorrelation in the hedonic residuals; and (2) to empirically examine the validity of the isotropy assumption. We estimate the parameters of spherical semivariograms for house prices and for hedonic house price equation residuals for 21 housing submarkets within Montgomery County, Pennsylvania. These housing submarkets are constructed by dividing the entire county into 21 groupings of economically similar adjacent census tracts. Census tracts are grouped according to 1990 census tract median house prices and according to characteristics of the housing stock. We fit the residuals of each submarket hedonic house price equation to both isotropic and anisotropic spherical semivariograms. We find evidence of spatial autocorrelation in the hedonic residuals in spite of a very elaborate hedonic specification. Additionally, we have determined that, in some submarkets, the spatial autocorrelation in the hedonic residuals is anisotropic rather than isotropic. The empirical results suggest that the spatial autocorrelation in single-family house prices and in hedonic house price equation residuals is anisotropic in submarkets where most residents commute to a regional or local Central Business District (CBD). We acknowledge Professor Tony Smith, John Green of REALIST, and Paul Amos for their assistance with this paper.
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Bibliographic InfoPaper provided by Wharton School Samuel Zell and Robert Lurie Real Estate Center, University of Pennsylvania in its series Zell/Lurie Center Working Papers with number 383.
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- Norman Miller & Liang Peng, 2006. "Exploring Metropolitan Housing Price Volatility," The Journal of Real Estate Finance and Economics, Springer, vol. 33(1), pages 5-18, August.
- Arnab Bhattacharjee & Eduardo Castro & Jo�o Marques, 2012.
"Spatial Interactions in Hedonic Pricing Models: The Urban Housing Market of Aveiro, Portugal,"
Spatial Economic Analysis,
Taylor and Francis Journals, vol. 7(1), pages 133-167, March.
- Arnab Bhattacharjee & Eduardo Anselmo de Castro & João Lourenço Marques, 2011. "Spatial Interactions in Hedonic Pricing Models: The Urban Housing Market of Aveiro, Portugal," Dundee Discussion Papers in Economics 253, Economic Studies, University of Dundee.
- Bhattacharjee, Arnab & de Castro, Eduardo Anselmo & Marques, João Lourenço, 2011. "Spatial Interactions in Hedonic Pricing Models: The Urban Housing Market of Aveiro, Portugal," SIRE Discussion Papers 2011-45, Scottish Institute for Research in Economics (SIRE).
- Stephen Malpezzi, . "Hedonic Pricing Models: A Selective and Applied Review," Wisconsin-Madison CULER working papers 02-05, University of Wisconsin Center for Urban Land Economic Research.
- Luc Anselin & Julie Le Gallo, 2006. "Interpolation of Air Quality Measures in Hedonic House Price Models: Spatial Aspects This paper is part of a joint research effort with James Murdoch (University of Texas, Dallas) and Mark Thayer (San," Spatial Economic Analysis, Taylor and Francis Journals, vol. 1(1), pages 31-52.
- BAUMONT, Catherine, 2004. "Spatial effects in housing price models. Do housing prices capitalize urban development policies in the agglomeration of Dijon (1999)?," LEG - Document de travail - Economie 2004-04, LEG, Laboratoire d'Economie et de Gestion, CNRS, Université de Bourgogne.
- Marc Baudry & Masha Maslianskaia-Pautrel, 2012.
"Revisiting the hedonic price method to assess the implicit price of environmental quality with market segmentation,"
EconomiX Working Papers
2012-45, University of Paris West - Nanterre la Défense, EconomiX.
- Masha Maslianskaia-Pautrel & Marc Baudry, 2012. "Revisiting the hedonic price method to assess the implicit price of environmental quality with market segmentation," Working Papers hal-00759247, HAL.
- 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.
- 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.
- Cameron, Trudy Ann, 2006.
"Directional heterogeneity in distance profiles in hedonic property value models,"
Journal of Environmental Economics and Management,
Elsevier, vol. 51(1), pages 26-45, January.
- 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.
- Liu, Sezhu & Hite, Diane, 2013. "Measuring the Effect of Green Space on Property Value: An Application of the Hedonic Spatial Quantile Regression," 2013 Annual Meeting, February 2-5, 2013, Orlando, Florida 143045, Southern Agricultural Economics Association.
- Julian Diaz III & J. Andrew Hansz & Matthew L. Cypher & Darren K. Hayunga, 2008. "Conservation Status and Residential Transaction Prices: Initial Evidence from Dallas, Texas," Journal of Real Estate Research, American Real Estate Society, vol. 30(2), pages 225-248.
- Nancy Lozano-Gracia, 2008. "Semi-Parametric Hedonic Models, and Empirical Comparison," GeoDa Center Working Papers 1006, GeoDa Center for Geospatial Analysis and Computation.
- Bing Zhu & Roland Füss & Nico Rottke, 2011. "The Predictive Power of Anisotropic Spatial Correlation Modeling in Housing Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 42(4), pages 542-565, May.
- Seong-Hoon Cho & Dayton Lambert & Seung Kim & Roland Roberts & William Park, 2011. "Relationship between value of open space and distance from housing locations within a community," Journal of Geographical Systems, Springer, vol. 13(4), pages 393-414, December.
- W. Miles, 2008. "Boom–Bust Cycles and the Forecasting Performance of Linear and Non-Linear Models of House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 36(3), pages 249-264, April.
- Yong Tu & Hua Sun & Shi-Ming Yu, 2007. "Spatial Autocorrelations and Urban Housing Market Segmentation," The Journal of Real Estate Finance and Economics, Springer, vol. 34(3), pages 385-406, April.
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