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The welfare benefit of a home’s location: an empirical comparison of spatial and non-spatial model estimates

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  • Julia Koschinsky
  • Nancy Lozano-Gracia
  • Gianfranco Piras

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  • Julia Koschinsky & Nancy Lozano-Gracia & Gianfranco Piras, 2012. "The welfare benefit of a home’s location: an empirical comparison of spatial and non-spatial model estimates," Journal of Geographical Systems, Springer, vol. 14(3), pages 319-356, July.
  • Handle: RePEc:kap:jgeosy:v:14:y:2012:i:3:p:319-356
    DOI: 10.1007/s10109-011-0148-6
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    20. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
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    27. Kurt J. Beron & Yaw Hanson & James C. Murdoch & Mark A. Thayer, 2004. "Hedonic Price Functions and Spatial Dependence: Implications for the Demand for Urban Air Quality," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax & Sergio J. Rey (ed.), Advances in Spatial Econometrics, chapter 12, pages 267-281, Springer.
    28. Beron, Kurt & Murdoch, James & Thayer, Mark, 2001. "The Benefits of Visibility Improvement: New Evidence from the Los Angeles Metropolitan Area," The Journal of Real Estate Finance and Economics, Springer, vol. 22(2-3), pages 319-337, March-May.
    29. Daniel P. McMillen & Christian L. Redfearn, 2010. "Estimation And Hypothesis Testing For Nonparametric Hedonic House Price Functions," Journal of Regional Science, Wiley Blackwell, vol. 50(3), pages 712-733, August.
    30. Downes, Thomas A. & Zabel, Jeffrey E., 2002. "The impact of school characteristics on house prices: Chicago 1987-1991," Journal of Urban Economics, Elsevier, vol. 52(1), pages 1-25, July.
    31. Brasington, David M. & Hite, Diane, 2005. "Demand for environmental quality: a spatial hedonic analysis," Regional Science and Urban Economics, Elsevier, vol. 35(1), pages 57-82, January.
    32. Kelejian, Harry H. & Prucha, Ingmar R., 2007. "HAC estimation in a spatial framework," Journal of Econometrics, Elsevier, vol. 140(1), pages 131-154, September.
    33. Follain, James R. & Jimenez, Emmanuel, 1985. "Estimating the demand for housing characteristics: A survey and critique," Regional Science and Urban Economics, Elsevier, vol. 15(1), pages 77-107, February.
    34. Andrews, Donald W K, 1991. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Econometrica, Econometric Society, vol. 59(3), pages 817-858, May.
    35. Can, Ayse, 1992. "Specification and estimation of hedonic housing price models," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 453-474, September.
    36. Andrey D. Pavlov, 2000. "Space-Varying Regression Coefficients: A Semi-parametric Approach Applied to Real Estate Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 28(2), pages 249-283.
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    38. Kennedy, Peter E, 1981. "Estimation with Correctly Interpreted Dummy Variables in Semilogarithmic Equations [The Interpretation of Dummy Variables in Semilogarithmic Equations]," American Economic Review, American Economic Association, vol. 71(4), pages 801-801, September.
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    40. Dubin, Robin A. & Sung, Chein-Hsing, 1990. "Specification of hedonic regressions: Non-nested tests on measures of neighborhood quality," Journal of Urban Economics, Elsevier, vol. 27(1), pages 97-110, January.
    41. R. Kelley Pace & James P. LeSage, 2004. "Spatial Statistics and Real Estate," The Journal of Real Estate Finance and Economics, Springer, vol. 29(2), pages 147-148, September.
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    43. J. Walter Milon & Jonathan Gressel & David Mulkey, 1984. "Hedonic Amenity Valuation and Functional Form Specification," Land Economics, University of Wisconsin Press, vol. 60(4), pages 378-387.
    44. Colwell, Peter F. & Guntermann, Karl L., 1984. "The value of neighborhood schools," Economics of Education Review, Elsevier, vol. 3(3), pages 177-182, June.
    45. Abelson, Peter W., 1979. "Property prices and the value of amenities," Journal of Environmental Economics and Management, Elsevier, vol. 6(1), pages 11-28, March.
    46. Justin Ross & Michael Farmer & Clifford Lipscomb, 2011. "Inconsistency in Welfare Inferences from Distance Variables in Hedonic Regressions," The Journal of Real Estate Finance and Economics, Springer, vol. 43(3), pages 385-400, October.
    47. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    48. Anderson, Soren T. & West, Sarah E., 2006. "Open space, residential property values, and spatial context," Regional Science and Urban Economics, Elsevier, vol. 36(6), pages 773-789, November.
    49. Morito Tsutsumi & Hajime Seya, 2009. "Hedonic approaches based on spatial econometrics and spatial statistics: application to evaluation of project benefits," Journal of Geographical Systems, Springer, vol. 11(4), pages 357-380, December.
    50. Graves, Philip E & Knapp, Thomas A, 1985. "Hedonic Analysis in a Spatial Context: Theoretical Problems in Valuing Location-Specific Amenities," The Economic Record, The Economic Society of Australia, vol. 61(175), pages 737-743, December.
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    Cited by:

    1. Biel E. Metz, 2015. "Effect of Distance to Schooling on Home Prices," The Review of Regional Studies, Southern Regional Science Association, vol. 45(2), pages 151-171, Fall.
    2. Charles-Olivier Amédée-Manesme & Michel Baroni & Fabrice Barthélémy & Francois des Rosiers, 2017. "Market heterogeneity and the determinants of Paris apartment prices: A quantile regression approach," Urban Studies, Urban Studies Journal Limited, vol. 54(14), pages 3260-3280, November.
    3. Filippova, Olga & Sheng, Mingyue, 2020. "Impact of bus rapid transit on residential property prices in Auckland, New Zealand," Journal of Transport Geography, Elsevier, vol. 86(C).
    4. Simlai, Prodosh, 2014. "Estimation of variance of housing prices using spatial conditional heteroskedasticity (SARCH) model with an application to Boston housing price data," The Quarterly Review of Economics and Finance, Elsevier, vol. 54(1), pages 17-30.
    5. Seya, Hajime & Yamagata, Yoshiki & Tsutsumi, Morito, 2013. "Automatic selection of a spatial weight matrix in spatial econometrics: Application to a spatial hedonic approach," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 429-444.
    6. Nakamura, Shohei, 2017. "Tenure Security Premium in Informal Housing Markets: A Spatial Hedonic Analysis," World Development, Elsevier, vol. 89(C), pages 184-198.
    7. 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.
    8. repec:asg:wpaper:1045 is not listed on IDEAS
    9. Zhong, Haotian & Li, Wei, 2016. "Rail transit investment and property values: An old tale retold," Transport Policy, Elsevier, vol. 51(C), pages 33-48.

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    More about this item

    Keywords

    Spatial econometrics; Hedonic models; Valuation of nonmarket goods; Spatial HAC; C21; H41; Q53; R31;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

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