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The Choice of Functional Form and Variables in the Hedonic Price Model in Seoul

Author

Listed:
  • Serim Huh

    (Vanderbilt Institute of Public Policy Studies, Vanderbilt University, Nashville, TN 37240, USA)

  • Seung-Jun Kwak

    (Department of Economics, Korea University, Sungbuk-Ku, Anam-Dong 1, Seoul 136-701, Korea)

Abstract

This study demonstrates that the important part of exploring the proper functional form of the hedonic price model would include investigating a dissimilar and unique hedonic price structure when the hedonic price model is applied to different housing markets. Based on the adjustment to the usual technique necessitated by the regional and cultural setting of Seoul, the criteria for significance of implicit price, root-mean-square-percentage-error, and the log-likelihood ratio test are applied to the choice of a useful functional form. We conclude that investigating the structure of a local housing market and choosing proper variables reflecting regional and cultural characteristics, both key parts of such a study, require significant adjustment to the reality of Seoul.

Suggested Citation

  • Serim Huh & Seung-Jun Kwak, 1997. "The Choice of Functional Form and Variables in the Hedonic Price Model in Seoul," Urban Studies, Urban Studies Journal Limited, vol. 34(7), pages 989-998, June.
    • Handle: RePEc:sae:urbstu:v:34:y:1997:i:7:p:989-998
    DOI: 10.1080/0042098975691
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    References listed on IDEAS

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    1. V. Smith & Ju Huang, 1993. "Hedonic models and air pollution: Twenty-five years and counting," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 3(4), pages 381-394, August.
    2. Linneman, Peter, 1980. "Some empirical results on the nature of the hedonic price function for the urban housing market," Journal of Urban Economics, Elsevier, vol. 8(1), pages 47-68, July.
    3. 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.
    4. Mok, Henry M K & Chan, Patrick P K & Cho, Yiu-sun, 1995. "A Hedonic Price Model for Private Properties in Hong Kong," The Journal of Real Estate Finance and Economics, Springer, vol. 10(1), pages 37-48, January.
    5. Goodman, Allen C., 1978. "Hedonic prices, price indices and housing markets," Journal of Urban Economics, Elsevier, vol. 5(4), pages 471-484, October.
    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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    Cited by:

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    3. Yang, Linchuan & Chau, K.W. & Wang, Xu, 2019. "Are low-end housing purchasers more willing to pay for access to basic public services? Evidence from China," Research in Transportation Economics, Elsevier, vol. 76(C).
    4. Nguyen-Hoang, Phuong & Yinger, John, 2011. "The capitalization of school quality into house values: A review," Journal of Housing Economics, Elsevier, vol. 20(1), pages 30-48, March.
    5. Prasad Neelawala & Clevo Wilson & Wasantha Athukorala, 2013. "The impact of mining and smelting activities on property values: a study of Mount Isa city, Queensland, Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 57(1), pages 60-78, January.
    6. Wasantha Athukorala & Wade Martin & Prasad Neelawala & Darshana Rajapaksa & Clevo Wilson, 2016. "Impact Of Wildfires And Floods On Property Values: A Before And After Analysis," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 61(01), pages 1-23, March.

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