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Adjusting for Non-Linear Age Effects in the Repeat Sales Index

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  • K. Chau
  • S. Wong
  • C. Yiu

Abstract

A true constant quality real estate price index should measure the general change in price level free from any change in quality over time. In recent years, the repeat-sales method has been widely used to construct constant quality property price indices. Since buildings depreciate over time, a simple repeat-sales index would underestimate the growth in property prices. The major problem of controlling the effects of age constant in a repeat-sales model arises from the exact multicollinearity between the age variable and the time dummy variables. In this study, we derive a solution that is theoretically sound and practical by allowing the age effects to be non-linear. In case of leasehold properties, we further incorporated interest rates into the model because the effects of age on real estate prices depend theoretically on interest rates. A sample of residential units in Hong Kong sold more than once from Quarter 2 of 1991 to Quarter 1 of 2001 (more than 11,000 repeat sales pairs) are used for the empirical analysis. Copyright Springer Science + Business Media, Inc. 2005

Suggested Citation

  • K. Chau & S. Wong & C. Yiu, 2005. "Adjusting for Non-Linear Age Effects in the Repeat Sales Index," The Journal of Real Estate Finance and Economics, Springer, vol. 31(2), pages 137-153, September.
    • Handle: RePEc:kap:jrefec:v:31:y:2005:i:2:p:137-153
    DOI: 10.1007/s11146-005-1369-6
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    1. Timothy J. Dixon & Neil Crosby & Victoria K. Law, 1999. "A critical review of methodologies for measuring rental depreciation applied to UK commercial real estate," Journal of Property Research, Taylor & Francis Journals, vol. 16(2), pages 153-180, January.
    2. Chinloy, Peter, 1979. "The estimation of net depreciation rates on housing," Journal of Urban Economics, Elsevier, vol. 6(4), pages 432-443, October.
    3. Hopewell, Michael H & Kaufman, George G, 1973. "Bond Price Volatility and Term to Maturity: A Generalized Respecification," American Economic Review, American Economic Association, vol. 63(4), pages 749-753, September.
    4. Grether, D. M. & Mieszkowski, Peter, 1974. "Determinants of real estate values," Journal of Urban Economics, Elsevier, vol. 1(2), pages 127-145, April.
    5. 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.
    6. Chinloy, Peter, 1980. "The effect of maintenance expenditures on the measurement of depreciation in housing," Journal of Urban Economics, Elsevier, vol. 8(1), pages 86-107, July.
    7. Bradford Case & Henry O. Pollakowski & Susan M. Wachter, 1991. "On Choosing Among House Price Index Methodologies," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 286-307, September.
    8. Roger E. Cannaday & Mark A. Sunderman, 1986. "Estimation of Depreciation for Single‐Family Appraisals," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 14(2), pages 255-273, June.
    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. Palmquist, Raymond B., 1979. "Hedonic price and depreciation indexes for residential housing: A comment," Journal of Urban Economics, Elsevier, vol. 6(2), pages 267-271, April.
    11. Chinloy, Peter T., 1977. "Hedonic price and depreciation indexes for residential housing: A longitudinal approach," Journal of Urban Economics, Elsevier, vol. 4(4), pages 469-482, October.
    12. 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.
    13. Case, Bradford & Quigley, John M, 1991. "The Dynamics of Real Estate Prices," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 50-58, February.
    14. 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.
    15. Stephen Malpezzi & Larry Ozanne & Thomas G. Thibodeau, 1987. "Microeconomic Estimates of Housing Depreciation," Land Economics, University of Wisconsin Press, vol. 63(4), pages 372-385.
    16. Palmquist, Raymond B., 1982. "Measuring environmental effects on property values without hedonic regressions," Journal of Urban Economics, Elsevier, vol. 11(3), pages 333-347, May.
    17. Hulten, Charles R. & Wykoff, Frank C., 1981. "The estimation of economic depreciation using vintage asset prices : An application of the Box-Cox power transformation," Journal of Econometrics, Elsevier, vol. 15(3), pages 367-396, April.
    18. Jonathan H. Mark & Michael A. Goldberg, 1984. "Alternative Housing Price Indices: An Evaluation," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 12(1), pages 30-49, March.
    19. Richard Meese & Nancy Wallace, 1991. "Nonparametric Estimation of Dynamic Hedonic Price Models and the Construction of Residential Housing Price Indices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 308-332, September.
    20. Clapp, John M. & Giaccotto, Carmelo, 1998. "Residential Hedonic Models: A Rational Expectations Approach to Age Effects," Journal of Urban Economics, Elsevier, vol. 44(3), pages 415-437, November.
    21. Chinloy, Peter T., 1978. "Depreciation, adverse selection and housing markets," Journal of Urban Economics, Elsevier, vol. 5(2), pages 172-187, April.
    22. Randolph, William C., 1988. "Estimation of housing depreciation: Short-term quality change and long-term vintage effects," Journal of Urban Economics, Elsevier, vol. 23(2), pages 162-178, March.
    23. 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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    2. Diewert, W. Erwin & Nishimura , Kiyohiko & Shimizu, Chihiro & Watanabe, Tsutomu, 2014. "Residential Property Price Indexes for Japan: An Outline of the Japanese Official RPPI," Economics working papers erwin_diewert-2014-17, Vancouver School of Economics, revised 27 Mar 2014.
    3. Iqbal A. Syed & Jan De Haan, 2017. "Age, Time, Vintage, And Price Indexes: Measuring The Depreciation Pattern Of Houses," Economic Inquiry, Western Economic Association International, vol. 55(1), pages 580-600, January.
    4. Shimizu Chihiro & Nishimura Kiyohiko G. & Watanabe Tsutomu, 2010. "Housing Prices in Tokyo: A Comparison of Hedonic and Repeat Sales Measures," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(6), pages 792-813, December.
    5. Siu Kei Wong & K. W. Chau & K. Karato & C. Shimizu, 2018. "Separating the Age Effect from a Repeat Sales Index: Land and Structure Decomposition," The Journal of Real Estate Finance and Economics, Springer, vol. 57(3), pages 351-366, October.
    6. Jing Wu & Yongheng Deng & Hongyu Liu, 2014. "House Price Index Construction in the Nascent Housing Market: The Case of China," The Journal of Real Estate Finance and Economics, Springer, vol. 48(3), pages 522-545, April.
    7. Kuang Kuang Deng & Siu Kei Wong, 2023. "Revisiting the Autocorrelation of Real Estate Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 67(2), pages 243-263, August.

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