APCA Factor Repeat Sales Index for Apartment Prices in Paris
This paper addresses the issue of building a repeat sales index based on explanatory factors. An earlier paper (Baroni, BartheÂ´leÂ´my, and Mokrane, 2004), built a factorial index based on a selected linear function of economic and financial variables. Here, a more general and robust model based on Principal Components Analysis (PCA) is developed and applied to the Paris residential market over the 1973â€“2001 period. The PCA index for Paris is estimated and its characteristics and robustness are analyzed depending on estimation period, choice of observations, periodicity and reversibility. It is then compared to a standard repeat sales index (WRS), which was estimated using the same data, and the resulting indices are quite similar except in very particular market circumstances. Finally, contrary to the WRS index, the findings indicate that the PCA index can be efficiently used to forecast apartment prices.
Volume (Year): 29 (2007)
Issue (Month): 2 ()
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- Min Hwang & John M. Quigley, 2004.
"Selectivity, Quality Adjustment and Mean Reversion in the Measurement of House Values,"
The Journal of Real Estate Finance and Economics,
Springer, vol. 28(2_3), pages 161-178, 03.
- Hwang, Min & Quigley, John M., 2003. "Selectivity, Quality Adjustment and Mean Reversion in the Measurement of House Values," Berkeley Program on Housing and Urban Policy, Working Paper Series qt4045q0v3, Berkeley Program on Housing and Urban Policy.
- Thion, B. & Favarger, P. & Hoesli, M., 2001.
"Indices des ventes repetees et modification de l'environnement immobilier,"
2001.02, Ecole des Hautes Etudes Commerciales, Universite de Geneve-.
- Bernard Thion & Philippe Favarger & Martin Hoesli, 2001. "Indices des ventes répétées et modification de l'environnement immobilier," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(5), pages 809-830.
- Clapham, Eric & Englund, Peter & Quigley, John M. & Redfearn, Christian L., 2007.
"Revisiting the Past and Settling the Score: Index Revision for House Price Derivatives,"
Berkeley Program on Housing and Urban Policy, Working Paper Series
qt1m2340dt, Berkeley Program on Housing and Urban Policy.
- Eric Clapham & Peter Englund & John M. Quigley & Christian L. Redfearn, 2006. "Revisiting the Past and Settling the Score: Index Revision for House Price Derivatives," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 34(2), pages 275-302, 06.
- 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.
- Case, Bradford & Pollakowski, Henry O & Wachter, Susan M, 1997. "Frequency of Transaction and House Price Modeling," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 173-87, Jan.-Marc.
- 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.
- 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.
- 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.
- Quigley, John M., 2006. "Urban Economics," Berkeley Program on Housing and Urban Policy, Working Paper Series qt0jr0p2tk, Berkeley Program on Housing and Urban Policy.
- Allen C. Goodman & Thomas G. Thibodeau, 1998. "Dwelling Age Heteroskedasticity in Repeat Sales House Price Equations," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 26(1), pages 151-171.
- 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.
- Goetzmann, W.N. & Spiegel, M., 1992. "Non-temporal Components of Residential Real Estate Appreciation," Papers 92-20, Columbia - Graduate School of Business.
- 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.
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