IDEAS home Printed from https://ideas.repec.org/a/eei/journl/v56y2013i1p61-73.html
   My bibliography  Save this article

Real estate appraisals, hedonic models and the measurement of house price dispersion

Author

Listed:
  • Gaetano Lisi
  • Mauro Iacobini

Abstract

This paper aims to provide a simple method for measuring the price dispersion in the housing market controlling for the differences in attributes or qualities of the residential real estate units. Precisely, the paper proposes an extended hedonic pricing model which incorporates standard market situations (where a better good is sold at a higher price) as well as non-standard market situations (in which the opposite is true). The extended model is able to take into account the variance in house prices which can not be attributed to the heterogeneous nature of real estate goods. The main result of this analysis is that the extended model explains a greater proportion of the variability of selling price, thus giving an important contribution for the application of the hedonic method to the real estate appraisals.

Suggested Citation

  • Gaetano Lisi & Mauro Iacobini, 2013. "Real estate appraisals, hedonic models and the measurement of house price dispersion," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 56(1), pages 61-73.
    • Handle: RePEc:eei:journl:v:56:y:2013:i:1:p:61-73
    as

    Download full text from publisher

    File URL: https://ideas.repec.org/a/eei/journl/v56y2013i1p61-73.html
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Charles Ka Yui Leung & Jun Zhang, 2011. ""Fire Sales" in Housing Market: Is the House- Search Process Similar to a Theme Park Visit?," International Real Estate Review, Global Social Science Institute, vol. 14(3), pages 311-329.
    2. Charles Leung & Youngman Leong & Siu Wong, 2006. "Housing Price Dispersion: An Empirical Investigation," The Journal of Real Estate Finance and Economics, Springer, vol. 32(3), pages 357-385, May.
    3. Cotteleer, Geerte & Gardebroek, Cornelis, 2006. "Bargaining and market power in a GIS-based hedonic pricing model of the agricultural land market," 2006 Annual meeting, July 23-26, Long Beach, CA 21255, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    4. Joseph B. Lipscomb & J. Brian Gray, 1995. "A Connection between Paired Data Analysis and Regression Analysis for Estimating Sales Adjustments," Journal of Real Estate Research, American Real Estate Society, vol. 10(2), pages 175-184.
    5. Daniel J. Henderson & Christopher F. Parmeter & Subal C. Kumbhakar, 2007. "Nonparametric estimation of a hedonic price function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 695-699.
    6. George H. Lentz & Ko Wang, 1998. "Residential Appraisal and the Lending Process: A Survey of Issues," Journal of Real Estate Research, American Real Estate Society, vol. 15(1), pages 11-40.
    7. Vukina, Tomislav & Zheng, Xiaoyong, 2010. "Bargaining, Search, and Price Dispersion: Evidence from the Live Hogs Market," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 39(3), pages 1-13, October.
    8. Quan, Daniel C & Quigley, John M, 1991. "Price Formation and the Appraisal Function in Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 4(2), pages 127-146, June.
    9. Anglin, Paul M & Gencay, Ramazan, 1996. "Semiparametric Estimation of a Hedonic Price Function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 633-648, Nov.-Dec..
    10. Harry Haupt & Joachim Schnurbus & Rolf Tschernig, 2010. "On nonparametric estimation of a hedonic price function," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(5), pages 894-901.
    Full references (including those not matched with items on IDEAS)

    Citations

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


    Cited by:

    1. Antonia Díaz & Belén Jerez & Juan Pablo Rincón-Zapatero, 2024. "Housing Prices and Credit Constraints in Competitive Search," The Economic Journal, Royal Economic Society, vol. 134(657), pages 220-270.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gaetano Lisi, 2019. "Hedonic pricing models and residual house price volatility," Letters in Spatial and Resource Sciences, Springer, vol. 12(2), pages 133-142, August.
    2. Lisi, Gaetano, 2012. "On the theoretical derivation of a functional form for the hedonic price function," MPRA Paper 37066, University Library of Munich, Germany.
    3. Gaetano Lisi, 2013. "On the Functional Form of the Hedonic Price Function: A Matching-theoretic Model and Empirical Evidence," International Real Estate Review, Global Social Science Institute, vol. 16(2), pages 189-207.
    4. Lisi, Gaetano, 2011. "Price dispersion in the housing market: the role of bargaining and search costs," MPRA Paper 33863, University Library of Munich, Germany.
    5. Lisi, Gaetano & Iacobini, Mauro, 2012. "Estimation of a Hedonic House Price Model with Bargaining: Evidence from the Italian Housing Market," MPRA Paper 66474, University Library of Munich, Germany.
    6. Mauro Iacobini & Gaetano Lisi, 2016. "Prezzi edonici delle caratteristiche abitative e analisi di regressione multipla: suggerimenti pratici per la stima," RIVISTA DI ECONOMIA E STATISTICA DEL TERRITORIO, FrancoAngeli Editore, vol. 2016(2), pages 5-42.
    7. Gaetano Lisi & Mauro Iacobini, 2012. "Measuring the Housing Price Dispersion in Italy," Economics Bulletin, AccessEcon, vol. 32(1), pages 811-822.
    8. Vijverberg, Wim P. & Hasebe, Takuya, 2015. "GTL Regression: A Linear Model with Skewed and Thick-Tailed Disturbances," IZA Discussion Papers 8898, Institute of Labor Economics (IZA).
    9. Gaetano Lisi, 2013. "Can the Mortensen-Pissarides Model Match the Housing Market Facts?," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 56(2), pages 78-92.
    10. Fritsch, Markus & Haupt, Harry & Ng, Pin T., 2016. "Urban house price surfaces near a World Heritage Site: Modeling conditional price and spatial heterogeneity," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 260-275.
    11. Gaetano Lisi, 2011. "Price Dispersion in the Housing Market: The Role of Bargaining and Search Costs," Working Papers hal-00628323, HAL.
    12. Jens Kolbe & Rainer Schulz & Martin Wersing & Axel Werwatz, 2021. "Real estate listings and their usefulness for hedonic regressions," Empirical Economics, Springer, vol. 61(6), pages 3239-3269, December.
    13. Gaetano Lisi, 2012. "Can the Mortensen-Pissarides Model Match the Housing Market Facts ?," Working Papers hal-00676072, HAL.
    14. Charles Ka Yui Leung & Joe Cho Yiu Ng, 2018. "Macro Aspects of Housing," GRU Working Paper Series GRU_2018_016, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
    15. Gaetano Lisi, 2013. "Matching Models and Housing Markets: the Role of the Zero-Profit Condition," Economic Research Guardian, Weissberg Publishing, vol. 3(1), pages 54-60, June.
    16. Carlo Fezzi & Ian Bateman, 2015. "The Impact of Climate Change on Agriculture: Nonlinear Effects and Aggregation Bias in Ricardian Models of Farmland Values," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(1), pages 57-92.
    17. Henderson, Daniel J. & Li, Qi & Parmeter, Christopher F. & Yao, Shuang, 2015. "Gradient-based smoothing parameter selection for nonparametric regression estimation," Journal of Econometrics, Elsevier, vol. 184(2), pages 233-241.
    18. Hyung-Gun Kim & Kwong-Chin Hung & Sung Park, 2015. "Determinants of Housing Prices in Hong Kong: A Box-Cox Quantile Regression Approach," The Journal of Real Estate Finance and Economics, Springer, vol. 50(2), pages 270-287, February.
    19. Rainer Schulz & Martin Wersing & Axel Werwatz, 2014. "Automated valuation modelling: a specification exercise," Journal of Property Research, Taylor & Francis Journals, vol. 31(2), pages 131-153, June.
    20. Daisy J. Huang & Charles Ka Yui Leung & Chung-Yi Tse, 2018. "What Accounts for the Differences in Rent-Price Ratio and Turnover Rate? A Search-and-Matching Approach," The Journal of Real Estate Finance and Economics, Springer, vol. 57(3), pages 431-475, October.

    More about this item

    Keywords

    Housing price dispersion; residual price volatility; hedonic pricing models.;
    All these keywords.

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C78 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Bargaining Theory; Matching Theory
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

    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:eei:journl:v:56:y:2013:i:1:p:61-73. 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.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with 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: Julia van Hove (email available below). General contact details of provider: https://edirc.repec.org/data/eeriibe.html .

    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.