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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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    21. Gillen, Kevin & Thibodeau, Thomas & Wachter, Susan, 2001. "Anisotropic Autocorrelation in House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 23(1), pages 5-30, July.
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    26. 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.
    27. Harry H. Kelejian & Ingmar R. Prucha, 1997. "Estimation of Spatial Regression Models with Autoregressive Errors by Two-Stage Least Squares Procedures: A Serious Problem," International Regional Science Review, , vol. 20(1-2), pages 103-111, April.
    28. Pace, R Kelley & Gilley, Otis W, 1997. "Using the Spatial Configuration of the Data to Improve Estimation," The Journal of Real Estate Finance and Economics, Springer, vol. 14(3), pages 333-340, May.
    29. Clapp, John M, 2003. "A Semiparametric Method for Valuing Residential Locations: Application to Automated Valuation," The Journal of Real Estate Finance and Economics, Springer, vol. 27(3), pages 303-320, November.
    30. Deaton,Angus & Muellbauer,John, 1980. "Economics and Consumer Behavior," Cambridge Books, Cambridge University Press, number 9780521296762.
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    33. 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.
    34. Joris Pinkse & Margaret E. Slade & Craig Brett, 2002. "Spatial Price Competition: A Semiparametric Approach," Econometrica, Econometric Society, vol. 70(3), pages 1111-1153, May.
    35. Colwell, Peter F. & Guntermann, Karl L., 1984. "The value of neighborhood schools," Economics of Education Review, Elsevier, vol. 3(3), pages 177-182, June.
    36. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    37. 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.
    38. Philip E. Graves & Thomas A. Knapp, 1985. "Hedonic Analysis in a Spatial Context: Theoretical Problems in Valuing Location‐Specific Amenities," The Economic Record, The Economic Society of Australia, vol. 61(4), pages 737-743, December.
    39. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    40. 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.
    41. Redfearn, Christian L., 2009. "How informative are average effects? Hedonic regression and amenity capitalization in complex urban housing markets," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 297-306, May.
    42. 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.
    43. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    44. Halvorsen, Robert & Palmquist, Raymond, 1980. "The Interpretation of Dummy Variables in Semilogarithmic Equations," American Economic Review, American Economic Association, vol. 70(3), pages 474-475, June.
    45. 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.
    46. 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.
    47. Freeman, A Myrick, III, 1979. " Hedonic Prices, Property Values and Measuring Environmental Benefits: A Survey of the Issues," Scandinavian Journal of Economics, Wiley Blackwell, vol. 81(2), pages 154-173.
    48. 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.
    49. Luc Anselin & Nancy Lozano-Gracia, 2009. "Spatial Hedonic Models," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 26, pages 1213-1250, Palgrave Macmillan.
    50. Lung-fei Lee, 2003. "Best Spatial Two-Stage Least Squares Estimators for a Spatial Autoregressive Model with Autoregressive Disturbances," Econometric Reviews, Taylor & Francis Journals, vol. 22(4), pages 307-335.
    Full references (including those not matched with items on IDEAS)

    Citations

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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. 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.
    3. 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.
    4. Nakamura, Shohei, 2017. "Tenure Security Premium in Informal Housing Markets: A Spatial Hedonic Analysis," World Development, Elsevier, vol. 89(C), pages 184-198.
    5. 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.
    6. 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).
    7. 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.
    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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