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Repeat Sales Methods for Growing Cities and Short Horizons

Author

Listed:
  • Karl L. Guntermann

    (Arizona State W.P. Carey School of Business)

  • Crocker Liu

    (Cornell University School of Hotel Administration)

  • Adam Nowak

    (West Virginia University College of Business and Economics)

Abstract

The accurate estimation of real estate indices is important for many purposes. A common method to estimate these indices is to use a repeat†sales procedure. Although this does not require property attributes, this method discards a large amount of sales. This paper proposes a method that can be used to incorporate a significant percentage of these discarded observations without requiring additional data collection by the researcher. We apply our method to the metropolitan statistical areas of Phoenix and Seattle and find that standard errors are on average two†thirds the value of standard errors from a repeat†sales procedure in Seattle and three†eighths the value in Phoenix.

Suggested Citation

  • Karl L. Guntermann & Crocker Liu & Adam Nowak, 2014. "Repeat Sales Methods for Growing Cities and Short Horizons," Working Papers 14-20, Department of Economics, West Virginia University.
    • Handle: RePEc:wvu:wpaper:14-20
    as

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    File URL: https://researchrepository.wvu.edu/cgi/viewcontent.cgi?article=1110&context=econ_working-papers
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    References listed on IDEAS

    as
    1. Clapp, John M. & Nanda, Anupam & Ross, Stephen L., 2008. "Which school attributes matter? The influence of school district performance and demographic composition on property values," Journal of Urban Economics, Elsevier, vol. 63(2), pages 451-466, March.
    2. Guo, Xiaoyang & Zheng, Siqi & Geltner, David & Liu, Hongyu, 2014. "A new approach for constructing home price indices: The pseudo repeat sales model and its application in China," Journal of Housing Economics, Elsevier, vol. 25(C), pages 20-38.
    3. Case, Karl E & Shiller, Robert J, 1989. "The Efficiency of the Market for Single-Family Homes," American Economic Review, American Economic Association, vol. 79(1), pages 125-137, March.
    4. Steven C. Bourassa & Eva Cantoni & Martin Hoesli, 2010. "Predicting House Prices with Spatial Dependence: A Comparison of Alternative Methods," Journal of Real Estate Research, American Real Estate Society, vol. 32(2), pages 139-160.
    5. Englund, Peter & Quigley, John M. & Redfearn, Christian L., 1998. "Improved Price Indexes for Real Estate: Measuring the Course of Swedish Housing Prices," Journal of Urban Economics, Elsevier, vol. 44(2), pages 171-196, September.
    6. Palmquist, Raymond B, 1980. "Alternative Techniques for Developing Real Estate Price Indexes," The Review of Economics and Statistics, MIT Press, vol. 62(3), pages 442-448, August.
    7. Steven C. Bourassa & Eva Cantoni & Martin Hoesli, 2013. "Robust Repeat Sales Indexes," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 41(3), pages 517-541, September.
    8. Hill, R. Carter & Sirmans, C. F. & Knight, John R., 1999. "A random walk down main street?," Regional Science and Urban Economics, Elsevier, vol. 29(1), pages 89-103, January.
    9. Bourassa, Steven C. & Hoesli, Martin & Sun, Jian, 2006. "A simple alternative house price index method," Journal of Housing Economics, Elsevier, vol. 15(1), pages 80-97, March.
    10. Deng, Yongheng & McMillen, Daniel P. & Sing, Tien Foo, 2012. "Private residential price indices in Singapore: A matching approach," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 485-494.
    11. Andrey D. Pavlov, 2000. "Space-Varying Regression Coefficients: A Semi-parametric Approach Applied to Real Estate Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 28(2), pages 249-283.
    12. Meese, Richard A & Wallace, Nancy E, 1997. "The Construction of Residential Housing Price Indices: A Comparison of Repeat-Sales, Hedonic-Regression and Hybrid Approaches," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 51-73, Jan.-Marc.
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    Keywords

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    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • R20 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - General
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R22 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Other Demand
    • R32 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other Spatial Production and Pricing Analysis

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