Nonparametric Estimation of Dynamic Hedonic Price Models and the Construction of Residential Housing Price Indices
AbstractParametric specifications for hedonic price equations are estimated using a data set from Alameda and San Francisco Counties and are compared to estimates using a nonparametric technique called locally weighted regression, LWR. LWR permits flexible estimation of the hedonic's curvature at median attributes and is less sensitive than standard regression techniques to the influence of unusual observations. The technique also avoids imposing a single functional form across time and municipalities. The LWR estimates of municipality-specific hedonics are then used to obtain implicit prices for housing attributes and to derive municipality-specific price indices. The results of extensive diagnostic checks of our technique are also reported. Copyright American Real Estate and Urban Economics Association.
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Bibliographic InfoArticle provided by American Real Estate and Urban Economics Association in its journal Real Estate Economics.
Volume (Year): 19 (1991)
Issue (Month): 3 ()
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urn:hdl:123456789/119335, Katholieke Universiteit Leuven.
- A. Decoster & K. De Swerdt, 2006. "Why and How to Construct a Genuine Belgian Price Index of House Sales," Review of Business and Economics, Katholieke Universiteit Leuven, Faculteit Economie en Bedrijfswetenschappen, vol. 0(2), pages 309-330.
- André Decoster & Kris De Swerdt, 2005. "Why and How to Construct a Genuine Belgian Price Index of House Sales," Center for Economic Studies - Discussion papers ces0515, Katholieke Universiteit Leuven, Centrum voor Economische Studiën.
- Decoster, André & De Swerdt, Kris, 2006. "Why and how to construct a genuine Belgian price index for house sales?," Open Access publications from Katholieke Universiteit Leuven urn:hdl:123456789/119722, Katholieke Universiteit Leuven.
- McMillen, Daniel P., 2001. "Nonparametric Employment Subcenter Identification," Journal of Urban Economics, Elsevier, vol. 50(3), pages 448-473, November.
- McMillen, Daniel P. & Smith, Stefani C., 2003. "The number of subcenters in large urban areas," Journal of Urban Economics, Elsevier, vol. 53(3), pages 321-338, May.
- Meese, Richard A. & Wallace, Nancy E., 1998. "Dwelling Price Dynamics in Paris, France," Berkeley Program on Housing and Urban Policy, Working Paper Series qt62m2s40t, Berkeley Program on Housing and Urban Policy.
- Deng, Yongheng & McMillen, Daniel P. & Sing, Tien Foo, 2012. "Private residential price indices in Singapore: A matching approach," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 485-494.
- R. Kelley Pace, 1998. "Appraisal Using Generalized Additive Models," Journal of Real Estate Research, American Real Estate Society, vol. 15(1), pages 77-100.
- Bradford Case & Susan Wachter, 2005. "Residential real estate price indices as financial soundness indicators: methodological issues," BIS Papers chapters, in: Bank for International Settlements (ed.), Real estate indicators and financial stability, volume 21, pages 197-211 Bank for International Settlements.
- 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.
- K. Chau & S. Wong & C. Yiu, 2005. "Adjusting for Non-Linear Age Effects in the Repeat Sales Index," The Journal of Real Estate Finance and Economics, Springer, vol. 31(2), pages 137-153, September.
- Jeanne Dachary-Bernard & Frédéric Gaschet & Sandrine Lyser & Guillaume Pouyanne & Stéphane Virol, 2011. "L’impact de la littoralisation sur les marchés fonciers. Une approche comparative des côtes basque et charentaise," Économie et Statistique, Programme National Persée, vol. 444(1), pages 127-154.
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