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Incorporating spatial variation in housing attribute prices: a comparison of geographically weighted regression and the spatial expansion method

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Author Info

  • Christopher Bitter

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  • Gordon Mulligan
  • Sandy Dall’erba
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    Abstract

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    File URL: http://hdl.handle.net/10.1007/s10109-006-0028-7
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    Bibliographic Info

    Article provided by Springer in its journal Journal of Geographical Systems.

    Volume (Year): 9 (2007)
    Issue (Month): 1 (April)
    Pages: 7-27

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    Handle: RePEc:kap:jgeosy:v:9:y:2007:i:1:p:7-27

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    Web page: http://www.springerlink.com/link.asp?id=103079

    Related research

    Keywords: Hedonic model; House price; Spatial heterogeneity; Expansion method; Geographically weighted regression; C31; C51; C52; R21; R31;

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    References

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    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    1. William M. Bowen, 2001. "Theoretical and Empirical Considerations Regarding Space in Hedonic Housing Price Model Applications," Growth and Change, Gatton College of Business and Economics, University of Kentucky, vol. 32(4), pages 466-490.
    2. Timothy J. Fik & David C. Ling & Gordon F. Mulligan, 2003. "Modeling Spatial Variation in Housing Prices: A Variable Interaction Approach," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(4), pages 623-646, December.
    3. Steven C. BOURASSA & Martin HOESLI & Vincent S. PENG, 2002. "Do Housing Submarkets Really Matter?," FAME Research Paper Series rp58, International Center for Financial Asset Management and Engineering.
    4. Quigley, John M., 1985. "Consumer choice of dwelling, neighborhood and public services," Regional Science and Urban Economics, Elsevier, vol. 15(1), pages 41-63, February.
    5. Schnare, Ann B. & Struyk, Raymond J., 1976. "Segmentation in urban housing markets," Journal of Urban Economics, Elsevier, vol. 3(2), pages 146-166, April.
    6. Goodman, Allen C. & Thibodeau, Thomas G., 1998. "Housing Market Segmentation," Journal of Housing Economics, Elsevier, vol. 7(2), pages 121-143, June.
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    Citations

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    Cited by:
    1. Karolien De Bruyne & Jan Van Hove, 2013. "Explaining the spatial variation in housing prices: an economic geography approach," Applied Economics, Taylor and Francis Journals, vol. 45(13), pages 1673-1689, May.
    2. Tausch, Arno, 2008. "308 Billion Euros into the Sand? The Debacle of the EU's Regional Policy [308 Milliarden Euro in den Sand? Zum Debakel der EU-Regionalpolitik]," MPRA Paper 10609, University Library of Munich, Germany.
    3. Chung-Chang Lee, 2009. "Hierarchical Linear Modeling to Explore the Influence of Satisfaction with Public Facilities on Housing Prices," International Real Estate Review, Asian Real Estate Society, vol. 12(3), pages 252-272.
    4. Filali, Radhouane, 2008. "Variabilité spatiale des prix hédoniques des caractéristiques du logement: une nouvelle méthode de calcul des indices de prix spatiaux
      [Spatial variability of housing attribute marginal prices:
      ," MPRA Paper 14227, University Library of Munich, Germany.
    5. Tausch, Arno, 2009. "Ist die Globalisierung fit für das soziale Europa?
      [Is Globalization fit for Social Europe?]
      ," MPRA Paper 14264, University Library of Munich, Germany.

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