IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

An Early Warning System to Predict the House Price Bubbles

  • Christian Dreger
  • Konstantin A. Kholodilin

In this paper, we construct the country-specific chronologies of the house price bubbles for 12 OECD countries over the period 1969:Q1- 2010:Q2. These chronologies are obtained using a combination of a fundamental and a filter approaches. The resulting speculative bubble chronology is the one that provides the highest concordance between these two techniques. In addition, we suggest an early warning system based on three alternative approaches: signalling approach, logit and probit models. It is shown that the latter two models allow much more accurate predictions of the house price bubbles than the signalling approach. The prediction accuracy of the logit and probit models is high enough to make them useful in forecasting the future speculative bubbles in housing market. Thus, our method can be used by the policymakers in their attempts to timely detect the house price bubbles and attenuate their devastating effects on the domestic and world economy.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.diw.de/documents/publikationen/73/diw_01.c.376599.de/dp1142.pdf
Download Restriction: no

Paper provided by DIW Berlin, German Institute for Economic Research in its series Discussion Papers of DIW Berlin with number 1142.

as
in new window

Length: 20 p.
Date of creation: 2011
Date of revision:
Handle: RePEc:diw:diwwpp:dp1142
Contact details of provider: Postal: Mohrenstraße 58, D-10117 Berlin
Phone: xx49-30-89789-0
Fax: xx49-30-89789-200
Web page: http://www.diw.de/en
Email:


More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Ludwig, Alexander & Sløk, Torsten, 2004. "The relationship between stock prices, house prices and consumption in OECD," Sonderforschungsbereich 504 Publications 04-12, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
  2. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
  3. Goodhart, Charles & Hofmann, Boris, 2008. "House Prices, Money, Credit and the Macroeconomy," Working Paper Series 0888, European Central Bank.
  4. 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.
  5. 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.
  6. Paul van den Noord, 2005. "Tax Incentives and House Price Volatility in the Euro Area: Theory and Evidence," Economie Internationale, CEPII research center, issue 101, pages 29-45.
  7. Alessandro Calza & Tommaso Monacelli & Livio Stracca, 2013. "Housing Finance And Monetary Policy," Journal of the European Economic Association, European Economic Association, vol. 11, pages 101-122, 01.
  8. Tobias Adrian & Hyun Song Shin, 2008. "Liquidity, monetary policy, and financial cycles," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 14(Jan).
  9. Case, Karl E. & Quigley, John M. & Shiller, Robert J., 2001. "Comparing Wealth Effects: The Stock Market versus The Housing Market," Department of Economics, Working Paper Series qt44k6g6vx, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
  10. James M. Poterba, 2000. "Stock Market Wealth and Consumption," Journal of Economic Perspectives, American Economic Association, vol. 14(2), pages 99-118, Spring.
  11. Kosuke Aoki & James Proudman & Gertjan Vlieghe, 2002. "House prices, consumption, and monetary policy: a financial accelerator approach," Bank of England working papers 169, Bank of England.
  12. Philip Lowe & Claudio Borio, 2002. "Asset prices, financial and monetary stability: exploring the nexus," BIS Working Papers 114, Bank for International Settlements.
  13. S Holly & M Hashem Pesaran & T Yamagata, . "Spatial and Temporal Diffusion of House Prices in the UK," Discussion Papers 09/32, Department of Economics, University of York.
  14. Ralph Setzer & Paul van den Noord & Guntram B. Wolff, 2010. "Heterogeneity in money holdings across euro area countries: the role of housing," European Economy - Economic Papers 407, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
  15. Agnello, Luca & Schuknecht, Ludger, 2011. "Booms and busts in housing markets: Determinants and implications," Journal of Housing Economics, Elsevier, vol. 20(3), pages 171-190, September.
  16. John Muellbauer & Anthony Murphy, 2008. "Housing markets and the economy: the assessment," Oxford Review of Economic Policy, Oxford University Press, vol. 24(1), pages 1-33, spring.
  17. Christian Dreger & Jürgen Wolters, 2008. "Money Velocity and Asset Prices in the Euro Area," Discussion Papers of DIW Berlin 813, DIW Berlin, German Institute for Economic Research.
  18. Matteo Iacoviello & Stefano Neri, 2010. "Housing Market Spillovers: Evidence from an Estimated DSGE Model," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 125-64, April.
  19. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393 Elsevier.
  20. Marco Terrones & Enrique G. Mendoza, 2008. "An Anatomy of Credit Booms; Evidence From Macro Aggregates and Micro Data," IMF Working Papers 08/226, International Monetary Fund.
  21. 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.
  22. Pietro Catte & Nathalie Girouard & Robert W.R. Price & Christophe André, 2004. "Housing Markets, Wealth and the Business Cycle," OECD Economics Department Working Papers 394, OECD Publishing.
  23. 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.
  24. John N. Muellbauer, 2007. "Housing, credit and consumer expenditure," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 267- 334.
  25. Heitor Almeida & Murillo Campello & Crocker Liu, 2006. "The Financial Accelerator: Evidence from International Housing Markets," Review of Finance, European Finance Association, vol. 10(3), pages 321-352, September.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:diw:diwwpp:dp1142. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Bibliothek)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.