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Average Derivative Estimation of Hedonic Price Models

Author

Listed:
  • Junsoo Lee
  • Seung-Jun Kwak
  • John List

Abstract

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

Suggested Citation

  • Junsoo Lee & Seung-Jun Kwak & John List, 2000. "Average Derivative Estimation of Hedonic Price Models," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 16(1), pages 81-91, May.
    • Handle: RePEc:kap:enreec:v:16:y:2000:i:1:p:81-91
    DOI: 10.1023/A:1008322200793
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    References listed on IDEAS

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    5. Powell, James L & Stock, James H & Stoker, Thomas M, 1989. "Semiparametric Estimation of Index Coefficients," Econometrica, Econometric Society, vol. 57(6), pages 1403-1430, November.
    6. 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 668-675, November.
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