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Nonparametric estimation of a hedonic price function
Daniel J. Henderson (),
Christopher F. Parmeter and
Subal C. Kumbhakar ()
Additional contact information Christopher F. Parmeter: Department of Agricultural and Applied Economics, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA, Postal: Department of Agricultural and Applied Economics, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
Journal of Applied Econometrics , 2007, vol. 22, issue 3, pages 695-699
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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Journal of Applied Econometrics is edited by M. Hashem Pesaran
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