Decoupling land values in residential property prices: smoothing methods for hedonic imputed price indices
A property is a bundled good composed of an appreciating asset, land, and a depreciating asset, structure. This study proposes the use of a hedonic based unobserved components approach where land and structure are viewed as two additive components of the price. The underlying trend in each component is identified via mapping each componentâ€™s intrinsic hedonic characteristics and using their different dynamic behaviour. The estimation approach uses a modified form of the Kalman filter. One advantage of the estimation strategy is that the composition of sales at any given period do not lead to abrupt or volatile changes in the estimates of the components. The algorithm is simple to implement and we demonstrate, using three datasets representing different urban settings in two countries, that the method produces land value predictions comparable to the state valuerâ€™s assessments, and price indices comparable to recently published alternatives that rely on exogenous non-market information to disentangle land values. Our monthly indices are smoother than the quarterly counterparts.
|Date of creation:||10 Sep 2015|
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- Alicia N. Rambaldi & Cameron S. Fletcher & Kerry Collins & Ryan R.J. McAllister, 2013.
"Housing Shadow Prices in an Inundation-prone Suburb,"
Urban Studies Journal Limited, vol. 50(9), pages 1889-1905, July.
- Alicia Rambaldi & Ryan McAllister & Kerry Collins & Cameron Fletcher, 2011. "Housing shadow prices in an inundation prone suburb," Discussion Papers Series 429, School of Economics, University of Queensland, Australia.
- W. Erwin DIEWERT & Jan de HAAN & Rens HENDRIKS, 2011. "The Decomposition of a House Price Index into Land and Structures Components: A Hedonic Regression Approach," The Valuation Journal, National Association of Romanian Valuers, vol. 6(1), pages 58-105.
- de Haan, Jan & Diewert, Erwin & Hendriks, Rens, 2010. "The Decomposition of a House Price index into Land and Structures Components: A Hedonic Regression Approach," Economics working papers erwin_diewert-2010-1, Vancouver School of Economics, revised 13 Jul 2010.
- 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.
- Komunjer, Ivana & Ng, Serena, 2014. "Measurement Errors In Dynamic Models," Econometric Theory, Cambridge University Press, vol. 30(01), pages 150-175, February.
- Eurostat, 2013. "Handbook on Residential Property Prices Indices," World Bank Publications, The World Bank, number 17280, July.
- W. Erwin Diewert & Jan de Haan & Rens Hendriks, 2015. "Hedonic Regressions and the Decomposition of a House Price Index into Land and Structure Components," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 106-126, February.
- de Haan, Jan & Diewert, Erwin & Hendriks, Rens, 2011. "Hedonic Regressions and the Decomposition of a House Price index into Land and Structure Components," Economics working papers erwin_diewert-2011-8, Vancouver School of Economics, revised 05 Apr 2011.
- Koopman, Siem Jan & Harvey, Andrew, 2003. "Computing observation weights for signal extraction and filtering," Journal of Economic Dynamics and Control, Elsevier, vol. 27(7), pages 1317-1333, May.
- A. C. Harvey & Siem Jan Koopman, 2000. "Computing Observation Weights for Signal Extraction and Filtering," Econometric Society World Congress 2000 Contributed Papers 0888, Econometric Society.
- Koop, Gary & Korobilis, Dimitris, 2013. "Large time-varying parameter VARs," Journal of Econometrics, Elsevier, vol. 177(2), pages 185-198.
- Koop, Gary & Korobilis, Dimitris, 2012. "Large time-varying parameter VARs," MPRA Paper 38591, University Library of Munich, Germany.
- Gary Koop & Dimitris Korobilis, 2012. "Large Time-Varying Parameter VARs," Working Paper Series 11_12, The Rimini Centre for Economic Analysis.
- Gary Koop & Dimitris Korobilis, 2012. "Large time-varying parameter VARs," Working Papers 2012_04, Business School - Economics, University of Glasgow.
- Koop, Gary & Korobilis, Dimitris, 2012. "Large Time-Varying Parameter VARs," SIRE Discussion Papers 2012-14, Scottish Institute for Research in Economics (SIRE).
- Andrew Harvey, 2011. "Modelling the Phillips curve with unobserved components," Applied Financial Economics, Taylor & Francis Journals, vol. 21(1-2), pages 7-17.
- Harvey, A., 2008. "Modeling the Phillips curve with unobserved components," Cambridge Working Papers in Economics 0805, Faculty of Economics, University of Cambridge.
- Knight, John R. & Sirmans, C. F., 1996. "Depreciation, Maintenance, and Housing Prices," Journal of Housing Economics, Elsevier, vol. 5(4), pages 369-389, December.
- Andrew Harvey & Siem Jan Koopman, 2000. "Signal extraction and the formulation of unobserved components models," Econometrics Journal, Royal Economic Society, vol. 3(1), pages 84-107.
- Harvey, A.C. & Koopman, S.J.M., 1999. "Signal Extraction and the Formulation of Unobserved Components Models," Discussion Paper 1999-44, Tilburg University, Center for Economic Research.
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