Average Derivative Estimation of Hedonic Price Models
Conventional parametric techniques for estimatinghedonic price models require a correct functionalform. In this paper, we side-step this parametricshortcoming by estimating a hedonic price model usingaverage derivative estimation (ADE). Thissemiparametric approach produces robust estimates ofthe marginal effects without assuming a specificfunctional form a priori. In our application ofthe model to a unique data set on Korean home prices,ADE produced estimates consistent with priorexpectations, providing initial evidence that themodel may represent a viable alternative when usingthe hedonic approach. Copyright Kluwer Academic Publishers 2000
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Volume (Year): 16 (2000)
Issue (Month): 1 (May)
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- Halvorsen, Robert & Pollakowski, Henry O., 1981. "Choice of functional form for hedonic price equations," Journal of Urban Economics, Elsevier, vol. 10(1), pages 37-49, July.
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- Clark David E. & Nieves Leslie A., 1994. "An Interregional Hedonic Analysis of Noxious Facility Impacts on Local Wages and Property Values," Journal of Environmental Economics and Management, Elsevier, vol. 27(3), pages 235-253, November.
- Cameron, Samuel & Collins, Alan, 1997. "Estimates of a Hedonic Ageing Equation for Partner Search," Kyklos, Wiley Blackwell, vol. 50(3), pages 409-18.
- 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.
- Cropper, Maureen L & Deck, Leland B & McConnell, Kenneth E, 1988. "On the Choice of Functional Form for Hedonic Price Functions," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 668-75, November.
- Rilstone, Paul, 1991. "Nonparametric Hypothesis Testing with Parametric Rates of Convergence," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(1), pages 209-27, February.
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