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Geostatistical Air Pollution Indexes in Spatial Hedonic Models: The case of Madrid, Spain

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  • Gema Fernandez-Aviles

    ()
    (University of Castilla-La Mancha)

  • Roman Minguez

    ()
    (University of Castilla-La Mancha)

  • Jose-Maria Montero

    ()
    (University of Castilla-La Mancha)

Abstract

Recent work has shown how spatial econometrics can be applied to a housingvalue hedonic equation that includes air pollution variables. In this paper we propose a Spatial Durbin Model that incorporates an Air Pollution Index, instead of one or two pollution variables, and considers spatial and non-spatial endogeneity jointly. We do, however, assume both possibilities for the index: exogenous and endogenous. Unlike most empirical studies in the literature, we have focused our empirical analysis on a European city, Madrid. In order to do so, we constructed a massive data base in 2009 that includes almost 12,000 dwellings.

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Bibliographic Info

Article provided by American Real Estate Society in its journal journal of Real Estate Research.

Volume (Year): 34 (2012)
Issue (Month): 2 ()
Pages: 243-274

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Handle: RePEc:jre:issued:v:34:n:2:2012:p:243-274

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Postal: American Real Estate Society Clemson University School of Business & Behavioral Science Department of Finance 401 Sirrine Hall Clemson, SC 29634-1323
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Postal: Diane Quarles American Real Estate Society Manager of Member Services Clemson University Box 341323 Clemson, SC 29634-1323
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Web: http://aux.zicklin.baruch.cuny.edu/jrer/about/get.htm

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  1. Jose M. Montero & Beatriz Larraz, 2011. "Interpolation methods for geographical data: Housing and commercial establishment markets," Journal of Real Estate Research, American Real Estate Society, vol. 33(2), pages 233-244.
  2. Richard C. Ready, 2010. "Do Landfills Always Depress Nearby Property Values?," Journal of Real Estate Research, American Real Estate Society, vol. 32(3), pages 321-340.
  3. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
  4. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
  5. Straszheim, Mahlon R, 1974. "Hedonic Estimation of Housing Market Prices: A Further Comment," The Review of Economics and Statistics, MIT Press, vol. 56(3), pages 404-06, August.
  6. Robert A. Simons & Jesse D. Saginor, 2006. "A Meta-Analysis of the Effect of Environmental Contamination and Positive Amenities on Residential Real Estate Values," Journal of Real Estate Research, American Real Estate Society, vol. 28(1), pages 71-104.
  7. G�ran Therborn & K.C. Ho, 2009. "Introduction," City, Taylor & Francis Journals, vol. 13(1), pages 53-62, March.
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