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Early Warning Indicators of Economic Crises: Evidence from a Panel of 40 Developed Countries

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  • Jan Babecky
  • Tomas Havranek
  • Jakub Mateju
  • Marek Rusnak
  • Katerina Smidkova
  • Borek Vasicek

Abstract

Using a panel of 40 EU and OECD countries for the period 1970-2010 we construct an early warning system. The system consists of a discrete and a continuous model. In the discrete model, we collect an extensive database of various types of economic crises called CDEC 40-40 and examine potential leading indicators. In the continuous model, we construct an index of real crisis incidence as the response variable. We determine the optimal lead employing panel vector autoregression for each potential indicator, and then select useful indicators employing Bayesian model averaging. We re-estimate the resulting specification by system GMM and, to allow for country heterogeneity, additionally evaluate the random coefficients estimator and divide countries into clusters. Our results suggest that global variables are among the most useful early warning indicators. In addition, housing prices emerge consistently as an important source of risk. Finally, we simulate the past effectiveness of several policy instruments and conclude that some central bank tools (for example, reserves) could be useful in mitigating crisis incidence.

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Bibliographic Info

Paper provided by Czech National Bank, Research Department in its series Working Papers with number 2011/08.

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Date of creation: Oct 2011
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Handle: RePEc:cnb:wpaper:2011/08

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Keywords: Bayesian model averaging; dynamic panel; early warning indicators; macroprudential policies; panel VAR.;

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References

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Citations

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Cited by:
  1. Bussière, M., 2013. "In Defense of Early Warning Signals," Working papers 420, Banque de France.
  2. Jan Frait & Zlatuse Komarkova, 2012. "Macroprudential Policy and Its Instruments in a Small EU Economy," Research and Policy Notes 2012/03, Czech National Bank, Research Department.
  3. Reimers, Hans-Eggert, 2012. "Early warning indicator model of financial developments using an ordered logit," Wismar Discussion Papers 06/2012, Hochschule Wismar, Wismar Business School.
  4. Adam Gersl & Jitka Lesanovska, 2013. "Explaining the Czech Interbank Market Risk Premium," Working Papers 2013/01, Czech National Bank, Research Department.
  5. Petr Jakubík & Tomáš Slacík, 2013. "Measuring Financial (In)Stability in Emerging Europe: A New Index-Based Approach," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 25, pages 102-117.
  6. Josef Schreiner, 2012. "Developments in Selected CESEE Countries: Heterogeneous Growth Performance, Improving Fiscal and External Accounts," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue 2, pages 8-37.

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