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Property Price Index Theory and Estimation: A Survey

Author

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  • Shimizu, Chihiro
  • Karato, Koji

Abstract

Property has the particularity of being a non-homogeneous good, and based on this, it is necessary to perform quality adjustment when estimating property price indexes. Various methods of quality adjustment have been proposed and applied, such as the hedonic method often used in price statistics and, due to the fact that the information that can be used in estimation is limited, the repeat sales price method, methods using property appraisal price information, and so forth. However, since there is a lack of theoretical knowledge and data restrictions, it is no exaggeration to say that it is difficult to evaluate their practical application in the present situation. Therefore, focusing on the hedonic method that has been proposed as a quality adjustment method for property price indexes, in addition to repeat sales price indexes and indexes employing property appraisal prices, this paper aimed to outline the underlying econometric theory and clarify the advantages and disadvantages of the respective estimation methods.

Suggested Citation

  • 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.
  • Handle: RePEc:hit:remfce:34
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    File URL: https://hermes-ir.lib.hit-u.ac.jp/hermes/ir/re/27717/wp034.pdf
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    References listed on IDEAS

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    1. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 60-109, February.
    2. 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.
    3. Cannaday, Roger E. & Munneke, Henry J. & Yang, Tyler T., 2005. "A multivariate repeat-sales model for estimating house price indices," Journal of Urban Economics, Elsevier, vol. 57(2), pages 320-342, March.
    4. 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.
    5. Diewert, Erwin, 2007. "The Paris OECD-IMF Workshop on Real Estate Price Indexes: Conclusions and Future Directions," Economics working papers diewert-07-01-03-08-12-12, Vancouver School of Economics, revised 31 Jan 2007.
    6. Daniel P. McMillen, 2012. "Repeat Sales as a Matching Estimator," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 40(4), pages 743-771, December.
    7. 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.
    8. W. Erwin Diewert & Saeed Heravi & Mick Silver, 2009. "Hedonic Imputation versus Time Dummy Hedonic Indexes," NBER Chapters, in: Price Index Concepts and Measurement, pages 161-196, National Bureau of Economic Research, Inc.
    9. 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.
    10. Cassel, Eric & Mendelsohn, Robert, 1985. "The choice of functional forms for hedonic price equations: Comment," Journal of Urban Economics, Elsevier, vol. 18(2), pages 135-142, September.
    11. Witte, Ann D & Sumka, Howard J & Erekson, Homer, 1979. "An Estimate of a Structural Hedonic Price Model of the Housing Market: An Application of Rosen's Theory of Implicit Markets," Econometrica, Econometric Society, vol. 47(5), pages 1151-1173, September.
    12. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    13. Jim Clayton & David Geltner & Stanley W. Hamilton, 2001. "Smoothing in Commercial Property Valuations: Evidence from Individual Appraisals," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 29(3), pages 337-360, March.
    14. Linneman, Peter, 1980. "Some empirical results on the nature of the hedonic price function for the urban housing market," Journal of Urban Economics, Elsevier, vol. 8(1), pages 47-68, July.
    15. Eurostat, 2013. "Handbook on Residential Property Prices Indices," World Bank Publications, The World Bank, number 17280, July.
    16. R. Kelley Pace, 1998. "Appraisal Using Generalized Additive Models," Journal of Real Estate Research, American Real Estate Society, vol. 15(1), pages 77-100.
    17. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May.
    18. 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..
    19. Diewert, W E, 1971. "An Application of the Shephard Duality Theorem: A Generalized Leontief Production Function," Journal of Political Economy, University of Chicago Press, vol. 79(3), pages 481-507, May-June.
    20. 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.
    21. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," Review of Economic Studies, Oxford University Press, vol. 65(2), pages 261-294.
    22. Gatzlaff, Dean H & Haurin, Donald R, 1997. "Sample Selection Bias and Repeat-Sales Index Estimates," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 33-50, Jan.-Marc.
    23. 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.
    24. Knight J. R. & Hill R. Carter & Sirmans C. F., 1993. "Estimation of Hedonic Housing Price Models Using Nonsample Information: A Monte Carlo Study," Journal of Urban Economics, Elsevier, vol. 34(3), pages 319-346, November.
    25. repec:dau:papers:123456789/6486 is not listed on IDEAS
    26. Halvorsen, Robert & Pollakowski, Henry O., 1981. "Choice of functional form for hedonic price equations," Journal of Urban Economics, Elsevier, vol. 10(1), pages 37-49, July.
    27. Cropper, Maureen L & Deck, Leland B & McConnell, Kenneth E, 1988. "On the Choice of Functional Form for Hedonic Price Functions," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 668-675, November.
    28. Diamond, Douglas Jr. & Smith, Barton A., 1985. "Simultaneity in the market for housing characteristics," Journal of Urban Economics, Elsevier, vol. 17(3), pages 280-292, May.
    29. Mendelsohn, Robert, 1985. "Identifying Structural Equations with Single Market Data," The Review of Economics and Statistics, MIT Press, vol. 67(3), pages 525-529, August.
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    More about this item

    Keywords

    Hedonic price index; Repeat sales price index; Age effect; Hybrid method; Property appraisal price method; SPAR;
    All these keywords.

    JEL classification:

    • C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand

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