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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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  • 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. 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.
    2. Schnare, Ann B. & Struyk, Raymond J., 1976. "Segmentation in urban housing markets," Journal of Urban Economics, Elsevier, vol. 3(2), pages 146-166, April.
    3. 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.
    4. 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.
    5. Goodman, Allen C. & Thibodeau, Thomas G., 1998. "Housing Market Segmentation," Journal of Housing Economics, Elsevier, vol. 7(2), pages 121-143, June.
    6. 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.
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    Citations

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    Cited by:
    1. Toke Panduro & Bo Thorsen, 2014. "Evaluating two model reduction approaches for large scale hedonic models sensitive to omitted variables and multicollinearity," Letters in Spatial and Resource Sciences, Springer, vol. 7(2), pages 85-102, July.
    2. 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.
    3. 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.
    4. 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.
    5. Marco Helbich & Wolfgang Brunauer & Eric Vaz & Peter Nijkamp, 2013. "Spatial Heterogeneity in Hedonic House Price Models: The Case of Austria," Tinbergen Institute Discussion Papers 13-171/VIII, Tinbergen Institute.
    6. Steven Deller & Reka Sundaram-Stukel, 2012. "Spatial patterns in the location decisions of US credit unions," The Annals of Regional Science, Springer, vol. 49(2), pages 417-445, October.
    7. Karolien De Bruyne & Jan Van Hove, 2013. "Explaining the spatial variation in housing prices: an economic geography approach," Applied Economics, Taylor & Francis Journals, vol. 45(13), pages 1673-1689, May.
    8. 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.
    9. Efthymiou, D. & Antoniou, C., 2013. "How do transport infrastructure and policies affect house prices and rents? Evidence from Athens, Greece," Transportation Research Part A: Policy and Practice, Elsevier, vol. 52(C), pages 1-22.
    10. Sven Müller, 2012. "Identifying spatial nonstationarity in German regional firm start-up data," Jahrbuch für Regionalwissenschaft, Springer, vol. 32(2), pages 113-132, September.
    11. Faroek Lazrak & Peter Nijkamp & Piet Rietveld & Jan Rouwendal, 2014. "The market value of cultural heritage in urban areas: an application of spatial hedonic pricing," Journal of Geographical Systems, Springer, vol. 16(1), pages 89-114, January.

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