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Quality-Adjusted Repeat-Sale House Price Indices

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  • James Bugden

    (School Economics, La Trobe University)

Abstract

In the standard repeat-sales method, the maintained assumption is that the quality does not change between a house?s two sale dates. This assumption has been called into question. In particular quality changes from renovations carried out between a house?s two sales are not accounted for in the repeat- sales method. In this paper, I consider four simple adjustments to the standard repeat- sales method that attempt to control for quality changes between sales: in- cluding an intercept term; including a set of neighbourhood indicators as independent variables; de?ating the dependent variable appreciation rates by an estimate of renovations between sales; and dropping short-hold repeat- sales. I fi?nd that the neighbourhood and renovations methods work best and that the standard repeat-sales house price index signi?cantly over-estimates housing in?ation by over twenty percentage points over a a decade

Suggested Citation

  • James Bugden, 2014. "Quality-Adjusted Repeat-Sale House Price Indices," Working Papers 2014.01, School of Economics, La Trobe University.
  • Handle: RePEc:trb:wpaper:2014.01
    Note: ISSN-1837-2198
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    References listed on IDEAS

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    1. Joe Hirschberg & Jenny Lye, 2001. "The interpretation of multiple dummy variable coefficients: an application to industry effects in wage equations," Applied Economics Letters, Taylor & Francis Journals, vol. 8(11), pages 701-707.
    2. John M. Clapp & Carmelo Giaccotto, 1999. "Revisions in Repeat‐Sales Price Indexes: Here Today, Gone Tomorrow?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(1), pages 79-104, March.
    3. Goetzmann, William N & Spiegel, Matthew, 1995. "Non-temporal Components of Residential Real Estate Appreciation," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 199-206, February.
    4. Gatzlaff, Dean H. & Haurin, Donald R., 1998. "Sample Selection and Biases in Local House Value Indices," Journal of Urban Economics, Elsevier, vol. 43(2), pages 199-222, March.
    5. Kathryn Graddy & Jonathan Hamilton & Rachel Pownall, 2012. "Repeat‐Sales Indexes: Estimation without Assuming that Errors in Asset Returns Are Independently Distributed," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 40(1), pages 131-166, March.
    6. Robert Hill, 2011. "Hedonic Price Indexes for Housing," OECD Statistics Working Papers 2011/1, OECD Publishing.
    7. Clapp, John M & Giaccotto, Carmelo, 1992. "Estimating Price Trends for Residential Property: A Comparison of Repeat Sales and Assessed Value Methods," The Journal of Real Estate Finance and Economics, Springer, vol. 5(4), pages 357-374, December.
    8. Karl E. Case & Robert J. Shiller, 1987. "Prices of single-family homes since 1970: new indexes for four cities," New England Economic Review, Federal Reserve Bank of Boston, issue Sep, pages 45-56.
    9. R. Carter Hill & J. R. Knight & C. F. Sirmans, 1997. "Estimating Capital Asset Price Indexes," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 226-233, May.
    10. Peter Abelson & Demi Chung, 2005. "The Real Story of Housing Prices in Australia from 1970 to 2003," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 38(3), pages 265-281, September.
    11. James Bugden, 2013. "Renovations and the Repeat-Sales House Price Index," Working Papers 2013.08, School of Economics, La Trobe University.
    12. Dag Sommervoll, 2006. "Temporal Aggregation in Repeated Sales Models," The Journal of Real Estate Finance and Economics, Springer, vol. 33(2), pages 151-165, September.
    13. Callum Jones, 2010. "House Price Measurement: The Hybrid Hedonic Repeat‐Sales Method," The Economic Record, The Economic Society of Australia, vol. 86(272), pages 95-97, March.
    14. Daniel P. McMillen & Paul Thorsnes, 2006. "Housing Renovations and the Quantile Repeat-Sales Price Index," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 34(4), pages 567-584, December.
    15. 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.
    16. Patric H. Hendershott & Thomas G. Thibodeau, 1990. "The Relationship between Median and Constant Quality House Prices: Implications for Setting FHA Loan Limits," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 18(3), pages 323-334, September.
    17. Suits, Daniel B, 1984. "Dummy Variables: Mechanics v. Interpretation," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 177-180, February.
    18. Zabel, Jeffrey E, 1999. "Controlling for Quality in House Price Indices," The Journal of Real Estate Finance and Economics, Springer, vol. 19(3), pages 223-241, November.
    19. Englund, Peter & Quigley, John M & Redfearn, Christian L, 1999. "The Choice of Methodology for Computing Housing Price Indexes: Comparisons of Temporal Aggregation and Sample Definition," The Journal of Real Estate Finance and Economics, Springer, vol. 19(2), pages 91-112, September.
    20. Quigley, John M & Van Order, Robert, 1995. "Explicit Tests of Contingent Claims Models of Mortgage Default," The Journal of Real Estate Finance and Economics, Springer, vol. 11(2), pages 99-117, September.
    21. Steele, Marion & Goy, Richard, 1997. "Short Holds, the Distributions of First and Second Sales, and Bias in the Repeat-Sales Price Index," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 133-154, Jan.-Marc.
    22. Halvorsen, Robert & Palmquist, Raymond, 1980. "The Interpretation of Dummy Variables in Semilogarithmic Equations," American Economic Review, American Economic Association, vol. 70(3), pages 474-475, June.
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    Cited by:

    1. James Bugden, 2013. "Renovations and the Repeat-Sales House Price Index," Working Papers 2013.08, School of Economics, La Trobe University.

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    More about this item

    Keywords

    Price Indices; Repeat-Sales; Renovations; Housing;
    All these keywords.

    JEL classification:

    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation

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