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Leading indicators of financial stress: New evidence

Author

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  • Vašíček, Bořek
  • Žigraiová, Diana
  • Hoeberichts, Marco
  • Vermeulen, Robert
  • Šmídková, Kateřina
  • de Haan, Jakob

Abstract

This paper examines which variables have predictive power for financial stress in 25 OECD countries, using a recently constructed financial stress index (FSI). First, we employ Bayesian model averaging to identify leading indicators of stress. Next, we use those indicators as explanatory variables in a panel model for all countries and in models at the individual country level. It turns out that panel models can hardly explain FSI dynamics. Although better results are achieved in country models, our findings suggest that (increases in) financial stress is (are) hard to predict out-of-sample despite the reasonably good in-sample performance of the models.

Suggested Citation

  • Vašíček, Bořek & Žigraiová, Diana & Hoeberichts, Marco & Vermeulen, Robert & Šmídková, Kateřina & de Haan, Jakob, 2017. "Leading indicators of financial stress: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 240-257.
  • Handle: RePEc:eee:finsta:v:28:y:2017:i:c:p:240-257
    DOI: 10.1016/j.jfs.2016.05.005
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    10. Begüm Yurteri Kösedağlı & A. Özlem Önder, 2021. "Determinants of financial stress in emerging market economies: Are spatial effects important?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4653-4669, July.
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    More about this item

    Keywords

    Financial stress index; Bayesian model averaging; Early warning indicators;
    All these keywords.

    JEL classification:

    • E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)

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