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Semiparametric hedonic price models: assessing the effects of agricultural nonpoint source pollution

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Author Info
Christophe Bontemps (Toulouse School of Economics, GREMAQ-INRA, Toulouse, France)
Michel Simioni (Toulouse School of Economics, GREMAQ-INRA, Toulouse, France)
Yves Surry (Swedish University of Agricultural Sciences, Uppsala, Sweden)

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Abstract

In the area of environmental analysis using hedonic price models, we investigate the performance of various nonparametric and semiparametric specifications. The proposed model specifications are made up of two parts: a linear component for house characteristics and a non-(semi)parametric component representing the nonlinear influence of environmental indicators on house prices. We adopt a general-to-specific search procedure, based on recent specification tests comparing the proposed specifications with a fully nonparametric benchmark model, to select the best model specification. An application of these semiparametric models to rural districts indicates that pollution resulting from intensive livestock farming has a significant nonlinear impact on house prices. Copyright © 2008 John Wiley & Sons, Ltd.

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File URL: http://hdl.handle.net/10.1002/jae.1022
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File URL: http://qed.econ.queensu.ca:80/jae/2008-v23.6/
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Publisher Info
Article provided by John Wiley & Sons, Ltd. in its journal Journal of Applied Econometrics.

Volume (Year): 23 (2008)
Issue (Month): 6 ()
Pages: 825-842
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Handle: RePEc:jae:japmet:v:23:y:2008:i:6:p:825-842

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  1. 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. [Downloadable!] (restricted)
    Other versions:
  2. Joseph A. Herriges & Silvia Secchik & JBruce A. Babcock, 2005. "Living with Hogs in Iowa: The Impact of Livestock Facilities on Rural Residential Property Values," Land Economics, University of Wisconsin Press, vol. 81(4). [Downloadable!] (restricted)
    Other versions:
  3. Patrick Bajari & Matthew E. Kahn, 2005. "Estimating Housing Demand With an Application to Explaining Racial Segregation in Cities," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 20-33, January. [Downloadable!] (restricted)
    Other versions:
  4. 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.. [Downloadable!] (restricted)
  5. Powell, James L & Stock, James H & Stoker, Thomas M, 1989. "Semiparametric Estimation of Index Coefficients," Econometrica, Econometric Society, vol. 57(6), pages 1403-30, November. [Downloadable!] (restricted)
  6. Gozalo, Pedro L. & Linton, Oliver B., 2001. "Testing additivity in generalized nonparametric regression models with estimated parameters," Journal of Econometrics, Elsevier, vol. 104(1), pages 1-48, August. [Downloadable!] (restricted)
  7. Patrick Bajari & C. Lanier Benkard, 2005. "Demand Estimation with Heterogeneous Consumers and Unobserved Product Characteristics: A Hedonic Approach," Journal of Political Economy, University of Chicago Press, vol. 113(6), pages 1239-1276, December. [Downloadable!] (restricted)
  8. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages S60-S109, February. [Downloadable!] (restricted)
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  9. Daniel J. Henderson & Christopher F. Parmeter & Subal C. Kumbhakar, 2007. "Nonparametric estimation of a hedonic price function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 695-699. [Downloadable!]
  10. Rosa L. Matzkin, 2003. "Nonparametric Estimation of Nonadditive Random Functions," Econometrica, Econometric Society, vol. 71(5), pages 1339-1375, 09. [Downloadable!] (restricted)
  11. Richard C. Ready & Charles W. Abdalla, 2005. "The Amenity and Disamenity Impacts of Agriculture: Estimates from a Hedonic Pricing Model," American Journal of Agricultural Economics, American Agricultural Economics Association, vol. 87(2), pages 314-326, 05. [Downloadable!] (restricted)
  12. Fan, Yanqin & Li, Qi, 1996. "Consistent Model Specification Tests: Omitted Variables and Semiparametric Functional Forms," Econometrica, Econometric Society, vol. 64(4), pages 865-90, July. [Downloadable!] (restricted)
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