IDEAS home Printed from https://ideas.repec.org/a/kap/jrefec/v11y1995i3p195-217.html
   My bibliography  Save this article

Parametric, Semiparametric, and Nonparametric Estimation of Characteristic Values within Mass Assessment and Hedonic Pricing Models

Author

Listed:
  • Pace, R Kelley

Abstract

Parametric estimators, such as OLS, attain high efficiency for well-specified models. Nonparametric estimators greatly reduce specification error but at the cost of efficiency. Semiparametric estimators compromise between these dual goals of efficiency and specification error. Semiparametric estimators can assume general forms within classes of functional forms. This paper applies OLS, the kernel nonparametric regression estimator, and the semiparametric estimator of Powell, Stock, and Stoker (1989) to a data set, which should, based on theory and previous empirical work, yield positive coefficients. The semiparametric estimator, on average, displayed the performance most consistent with prior expectations followed by the nonparameter and parametric estimators. In addition, the paper shows how the semiparametric estimator can provide insights into the form of misspecification and suggest data transformations. Copyright 1995 by Kluwer Academic Publishers

Suggested Citation

  • Pace, R Kelley, 1995. "Parametric, Semiparametric, and Nonparametric Estimation of Characteristic Values within Mass Assessment and Hedonic Pricing Models," The Journal of Real Estate Finance and Economics, Springer, vol. 11(3), pages 195-217, November.
    • Handle: RePEc:kap:jrefec:v:11:y:1995:i:3:p:195-217
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Lall, Somik V. & Lundberg, Mattias, 2008. "What are public services worth, and to whom? Non-parametric estimation of capitalization in Pune," Journal of Housing Economics, Elsevier, vol. 17(1), pages 34-64, March.
    2. Leonardo Gasparini & Walter Sosa Escudero, 2003. "Implicit Rents from Own-housing and Income Distribution: Econometric Estimates for Greater Buenos Aires," Journal of Income Distribution, Ad libros publications inc., vol. 12(1-2), pages 3-3, June.
    3. Zhang, Heping, 2004. "Recursive Partitioning and Tree-based Methods," Papers 2004,30, Humboldt University of Berlin, Center for Applied Statistics and Economics (CASE).
    4. Yuheng Ling, 2020. "Time, space and hedonic prediction accuracy: evidence from Corsican apartment markets," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 64(2), pages 367-388, April.
    5. McMillen, Daniel P. & William Lester, T., 2003. "Evolving subcenters: employment and population densities in Chicago, 1970-2020," Journal of Housing Economics, Elsevier, vol. 12(1), pages 60-81, March.
    6. Elena B. Pokryshevskaya & Evgeny A. Antipov, 2011. "Applying a CART-based approach for the diagnostics of mass appraisal models," Economics Bulletin, AccessEcon, vol. 31(3), pages 2521-2528.
    7. repec:asg:wpaper:1006 is not listed on IDEAS
    8. Mulalic, Ismir & Rouwendal, Jan, 2015. "The impact of fixed and variable cost on automobile demand: Evidence from Denmark," Economics of Transportation, Elsevier, vol. 4(4), pages 227-240.
    9. Palmquist, Raymond B., 2006. "Property Value Models," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 16, pages 763-819, Elsevier.
    10. Alan T. K. Wan & Shangyu Xie & Yong Zhou, 2017. "A varying coefficient approach to estimating hedonic housing price functions and their quantiles," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(11), pages 1979-1999, August.
    11. Muhammad Salar Khan, 2021. "Estimating a new panel MSK dataset for comparative analyses of national absorptive capacity systems, economic growth, and development in low and middle income economies," Papers 2109.05529, arXiv.org.
    12. ÜNsal ÖZdilek, 2011. "Land Value: Seven Major Questions in the Analysis of Urban Land Values," American Journal of Economics and Sociology, Wiley Blackwell, vol. 70(1), pages 30-49, January.
    13. Hannonen Marko, 2014. "Urban Housing Policy Considerations: Perspectives from the Finnish Housing Market," Journal of Heterodox Economics, Sciendo, vol. 1(2), pages 114-130, December.
    14. Mathur, Shishir, 2022. "Non-linear and weakly monotonic relationship between school quality and house prices," Land Use Policy, Elsevier, vol. 113(C).
    15. Shimizu, Chihiro & Karato, Koji, 2016. "Property Price Index Theory and Estimation: A Survey," HIT-REFINED Working Paper Series 34, Institute of Economic Research, Hitotsubashi University.
    16. JPeter F. Colwell & Henry J. Munneke, 2003. "Estimating a Price Surface for Vacant Land in an Urban Area," Land Economics, University of Wisconsin Press, vol. 79(1), pages 15-28.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:jrefec:v:11:y:1995:i:3:p:195-217. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.