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An early warning system to predict speculative house price bubbles

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  • Dreger, Christian
  • Kholodilin, Konstantin A.

Abstract

In this paper, the authors construct country-specific chronologies of the house price bubbles for 12 OECD countries over the period 1969:Q1-2009:Q4. These chronologies are obtained using a combination of a fundamental approach and a filter approach. The resulting speculative bubble chronology is the one which provides the highest concordance between these two techniques. In addition, the authors suggest an early warning system based on three alternative approaches: A signalling approach, a logit model, and a probit model. It is shown that the latter two models allow much more accurate predictions of house price bubbles than the signalling approach. Furthermore, the predictive accuracy of the logit and probit models is high enough to make them useful in forecasting future speculative bubbles in housing market. Thus, this method can be used by the policymakers in their attempts to quickly detect house price bubbles and attenuate their devastating effects on the domestic and world economy. --

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File URL: http://dx.doi.org/10.5018/economics-ejournal.ja.2013-8
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Bibliographic Info

Article provided by Kiel Institute for the World Economy in its journal Economics: The Open-Access, Open-Assessment E-Journal.

Volume (Year): 7 (2013)
Issue (Month): 8 ()
Pages: 1-26

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Handle: RePEc:zbw:ifweej:20138

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Keywords: house prices; early warning system; OECD countries;

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  1. Case, Karl E. & Quigley, John M. & Shiller, Robert J., 2012. "Comparing Wealth Effects: The Stock Market versus The Housing Market," Department of Economics, Working Paper Series qt6px1d1sc, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
  2. Christian Dreger & Jürgen Wolters, 2008. "Money Velocity and Asset Prices in the Euro Area," Working Paper / FINESS 7.1b, DIW Berlin, German Institute for Economic Research.
  3. Christian Dreger & Hans-Eggert Reimers, 2009. "The Role of Asset Markets for Private Consumption: Evidence from Paneleconometric Models," Discussion Papers of DIW Berlin 872, DIW Berlin, German Institute for Economic Research.
  4. Enrique G. Mendoza & Marco E. Terrones, 2012. "An Anatomy of Credit Booms and their Demise," NBER Working Papers 18379, National Bureau of Economic Research, Inc.
  5. Setzer, Ralph & van den Noord, Paul & Wolff, Guntram B., 2011. "Heterogeneity in money holdings across euro area countries: The role of housing," European Journal of Political Economy, Elsevier, vol. 27(4), pages 764-780.
  6. James M. Poterba, 2000. "Stock Market Wealth and Consumption," Journal of Economic Perspectives, American Economic Association, vol. 14(2), pages 99-118, Spring.
  7. Aizenman, Joshua & Jinjarak, Yothin, 2008. "Current account patterns and national real estate markets," Santa Cruz Department of Economics, Working Paper Series qt1rh4s127, Department of Economics, UC Santa Cruz.
  8. Matteo Iacoviello & Stefano Neri, 2007. "Housing Market Spillovers: Evidence from an Estimated DSGE Model," Boston College Working Papers in Economics 659, Boston College Department of Economics, revised 23 Oct 2009.
  9. Christopher D. Carroll & Misuzu Otsuka & Jirka Slacalek, 2006. "How Large Is the Housing Wealth Effect? A New Approach," NBER Working Papers 12746, National Bureau of Economic Research, Inc.
  10. Francis X. Diebold & Glenn D. Rudebusch, 1987. "Scoring the leading indicators," Special Studies Papers 206, Board of Governors of the Federal Reserve System (U.S.).
  11. Matteo Iacoviello, 2002. "House prices, borrowing constraints and monetary policy in the business cycle," Boston College Working Papers in Economics 542, Boston College Department of Economics, revised 06 Dec 2004.
  12. Alessi, Lucia & Detken, Carsten, 2011. "Quasi real time early warning indicators for costly asset price boom/bust cycles: A role for global liquidity," European Journal of Political Economy, Elsevier, vol. 27(3), pages 520-533, September.
  13. Konstantin A. Kholodilin & Jan-Oliver Menz & Boriss Siliverstovs, 2010. "What Drives Housing Prices Down? Evidence from an International Panel," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 230(1), pages 59-76, February.
  14. Kostas Tsatsaronis & Haibin Zhu, 2004. "What drives housing price dynamics: cross-country evidence," BIS Quarterly Review, Bank for International Settlements, March.
  15. Holly, Sean & Hashem Pesaran, M. & Yamagata, Takashi, 2011. "The spatial and temporal diffusion of house prices in the UK," Journal of Urban Economics, Elsevier, vol. 69(1), pages 2-23, January.
  16. Yucel, Eray, 2011. "A Review and Bibliography of Early Warning Models," MPRA Paper 32893, University Library of Munich, Germany.
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