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A Varying Parameters Approach to Constructing House Price Indexes

Author

Listed:
  • J. R. Knight
  • Jonathan Dombrow
  • C. F. Sirmans

Abstract

Conventional housing price index models assume interperiodparameter stability and typically employ either repeat sales or hedonic methodologies. This paper introduces a method of index construction that combines multiple sales observations with single sale transactions while permitting characteristics prices from hedonic regressions to vary over time. A test for interperiod parameter stability is provided. Each period's data are arranged by location and repeat sales are matched by rows. This construction allows greater use of sample information and acknowledges the unique contribution of repeat sales to the estimation process. It also produces intertemporal error correlations that can be beneficially exploited by the seemingly unrelated regressions (SUH) technique. The paper also demonstrates a significance test for error correlation and discusses the treatment of unequal numbers of observations among index periods. Copyright American Real Estate and Urban Economics Association.

Suggested Citation

  • J. R. Knight & Jonathan Dombrow & C. F. Sirmans, 1995. "A Varying Parameters Approach to Constructing House Price Indexes," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 23(2), pages 187-205.
  • Handle: RePEc:bla:reesec:v:23:y:1995:i:2:p:187-205
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    Cited by:

    1. repec:eee:regeco:v:66:y:2017:i:c:p:108-118 is not listed on IDEAS
    2. Jessica Castaño & Mariana Laverde & Miguel Ángel Morales Mosquera & Ana María Yaruro, 2013. "Índice de Precios de la Vivienda Nueva para Bogotá: Metodología de Precios Hedónicos," Temas de Estabilidad Financiera 078, Banco de la Republica de Colombia.
    3. Tao Chen & John P. Harding, 2016. "Changing Tastes: Estimating Changing Attribute Prices in Hedonic and Repeat Sales Models," The Journal of Real Estate Finance and Economics, Springer, vol. 52(2), pages 141-175, February.
    4. Liang Peng, 2012. "Repeat Sales Regression on Heterogeneous Properties," The Journal of Real Estate Finance and Economics, Springer, vol. 45(3), pages 804-827, October.
    5. 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.
    6. Benoit Julien & Paul Lanoie, 2007. "The Effect of Noise Barriers on the Market Value of Adjacent Residential Properties," International Real Estate Review, Asian Real Estate Society, vol. 10(2), pages 113-130.
    7. Ronan C. Lyons, 2013. "Price signals in illiquid markets:The case of residential property in Ireland, 2006-2012," Trinity Economics Papers tep0613, Trinity College Dublin, Department of Economics.
    8. Ingrid Nappi-Choulet Pr. & Tristan-Pierre Maury, 2009. "A Spatiotemporal Autoregressive Price Index for the Paris Office Property Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 37(2), pages 305-340.
    9. Yan Kestens & Marius Thériault & François Des Rosiers, 2006. "Heterogeneity in hedonic modelling of house prices: looking at buyers’ household profiles," Journal of Geographical Systems, Springer, vol. 8(1), pages 61-96, March.
    10. Denis Conniffe & David Duffy, 1999. "Irish House Price Indices — Methodological Issues," The Economic and Social Review, Economic and Social Studies, vol. 30(4), pages 403-423.
    11. Xiaolong Liu, 2013. "Spatial and Temporal Dependence in House Price Prediction," The Journal of Real Estate Finance and Economics, Springer, vol. 47(2), pages 341-369, August.
    12. Andrew Holmes & Barrett A. Slade, 2001. "Do Tax-Deferred Exchanges Impact Purchase Price? Evidence form the Phoenix Apartment Market," ERES eres2001_180, European Real Estate Society (ERES).
    13. Barrett A. Slade, 2000. "Office Rent Determinants during Market Decline and Recovery," Journal of Real Estate Research, American Real Estate Society, vol. 20(3), pages 357-380.
    14. 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.
    15. Marilena Biey & Roberto Zanola, 2005. "The Market for Picasso Prints: A Hybrid Model Approach," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 29(2), pages 127-136, May.
    16. C. Sirmans & Barrett Slade, 2012. "National Transaction-based Land Price Indices," The Journal of Real Estate Finance and Economics, Springer, vol. 45(4), pages 829-845, November.
    17. McMillen, Daniel P., 2003. "The return of centralization to Chicago: using repeat sales to identify changes in house price distance gradients," Regional Science and Urban Economics, Elsevier, vol. 33(3), pages 287-304, May.
    18. Dubé, Jean & Thériault, Marius & Des Rosiers, François, 2013. "Commuter rail accessibility and house values: The case of the Montreal South Shore, Canada, 1992–2009," Transportation Research Part A: Policy and Practice, Elsevier, vol. 54(C), pages 49-66.
    19. Alicia N. Rambaldi & Cameron S. Fletcher, 2014. "Hedonic Imputed Property Price Indexes: The Effects of Econometric Modeling Choices," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S2), pages 423-448, November.
    20. Marvin L. Wolverton & Jimmy Senteza, 2000. "Hedonic Estimates of Regional Constant Quality House Prices," Journal of Real Estate Research, American Real Estate Society, vol. 19(3), pages 235-253.

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