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Nonparametric estimation of a hedonic price function

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Author Info
Daniel J. Henderson (Department of Economics, State University of New York at Binghamton, Binghamton, New York, USA)
Christopher F. Parmeter (Department of Agricultural and Applied Economics, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA)
Subal C. Kumbhakar (Department of Economics, State University of New York at Binghamton, Binghamton, New York, USA)

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Abstract

Rosen's (1974) theory of hedonic prices is implemented econometrically using recently developed nonparametric techniques to examine the influence of qualitative factors on the price of a house. Our ability to smooth categorical variables leads to greater generalization in the valuation process and provides a canvas for interactions between categorical and continuous variables that is difficult to exploit in parametric and semiparametric models. This is illustrated with a replication of a previously used partially linear model specification. Copyright © 2007 John Wiley & Sons, Ltd.

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File URL: http://hdl.handle.net/10.1002/jae.929
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Article provided by John Wiley & Sons, Ltd. in its journal Journal of Applied Econometrics.

Volume (Year): 22 (2007)
Issue (Month): 3 ()
Pages: 695-699
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Handle: RePEc:jae:japmet:v:22:y:2007:i:3:p:695-699

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  1. Anglin, Paul M & Gencay, Ramazan, 1996. "Semiparametric Estimation of a Hedonic Price Function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 633-48, Nov.-Dec.. [Downloadable!] (restricted)
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  1. Kuminoff, Nicolai V. & Parmeter, Christopher F. & Pope, Jaren C., 2008. "Hedonic Price Functions: Guidance On Empirical Specification," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6555, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  2. Christophe Bontemps & Michel Simioni & Yves Surry, 2008. "Semiparametric hedonic price models: assessing the effects of agricultural nonpoint source pollution," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(6), pages 825-842. [Downloadable!]
  3. Wolfgang Brunauer & Stefan Lang & Peter Wechselberger & Sven Bienert, 2008. "Additive Hedonic Regression Models with Spatial Scaling Factors: An Application for Rents in Vienna," Working Papers 2008-17, Faculty of Economics and Statistics, University of Innsbruck. [Downloadable!]
  4. Quan Gan & Robert J. Hill, 2008. "A New Perspective on the Relationship Between House Prices and Income," Discussion Papers 2008-13, School of Economics, The University of New South Wales. [Downloadable!]
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