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Hedonic Housing Prices and Agricultural Pollution: An Empirical Investigation on Semiparametric Models

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Author Info
Bontemps, Christophe
Simioni, Michel
Surry, Yves
Abstract

The objective of this paper is to assess the impact on property values of agricultural pollution using alternative semiparametric hedonic price models. The proposed model specifications are made up of two parts: a partially linear component for house characteristics and a non (semi) parametric form to represent the non linear influence of agricultural pollution. A general-to-specific search procedure is adopted to select the best model specification. An application of theses parametric models to rural townships indicates that pollution resulting on livestock operations have a significant nonlinear impact on house prices.

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Paper provided by European Association of Agricultural Economists in its series 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark with number 24709.

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Date of creation: 2005
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Handle: RePEc:ags:eaae05:24709

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Related research
Keywords: hedonic pricing; semiparametric models; agricultural pollution; Environmental Economics and Policy; Land Economics/Use; C14; R21; R32; Q0;

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  1. R. Kelley Pace, 1998. "Appraisal Using Generalized Additive Models," Journal of Real Estate Research, American Real Estate Society, vol. 15(1), pages 77-100. [Downloadable!]
  2. Hardle, W. & Mammen, E., 1990. "Comparing nonparametric versus parametric regression fits," CORE Discussion Papers 1990065, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  3. Carlos Martins-Filho & Okmyung Bin, 2005. "Estimation of hedonic price functions via additive nonparametric regression," Empirical Economics, Springer, vol. 30(1), pages 93-114, January. [Downloadable!] (restricted)
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  4. Hardle, Wolfgang & Tsybakov, A. B., 1993. "How sensitive are average derivatives?," Journal of Econometrics, Elsevier, vol. 58(1-2), pages 31-48, July. [Downloadable!] (restricted)
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  5. 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)
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  6. Horowitz, Joel L., 1987. "Identification and stochastic specification in Rosen's hedonic price model," Journal of Urban Economics, Elsevier, vol. 22(2), pages 165-173, September. [Downloadable!] (restricted)
  7. 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)
  8. Sudip Chattopadhyay, 1999. "Estimating the Demand for Air Quality: New Evidence Based on the Chicago Housing Market," Land Economics, University of Wisconsin Press, vol. 75(1), pages 22-38. [Downloadable!] (restricted)
  9. Joseph A. Herriges & Silvia Secchi & Bruce A. Babcock, 2003. "Living with Hogs in Iowa: The Impact of Livestock Facilities on Rural Residential Property Values," Center for Agricultural and Rural Development (CARD) Publications 03-wp342, Center for Agricultural and Rural Development (CARD) at Iowa State University. [Downloadable!]
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  10. Pace, R Kelley, 1993. "Nonparametric Methods with Applications to Hedonic Models," The Journal of Real Estate Finance and Economics, Springer, vol. 7(3), pages 185-204, November.
  11. Raymond B. Palmquist & Fritz M. Roka & Tomislav Vukina, 1997. "Hog Operations, Environmental Effects, and Residential Property Values," Land Economics, University of Wisconsin Press, vol. 73(1), pages 114-124. [Downloadable!] (restricted)
  12. James N. Brown & Harvey S. Rosen, 1982. "On the Estimation of Structural Hedonic Price Models," NBER Technical Working Papers 0018, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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