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An Index of Financial Stress for Canada

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  • Mark Illing
  • Ying Liu

Abstract

The authors develop an index of financial stress for the Canadian financial system. Stress is defined as the force exerted on economic agents by uncertainty and changing expectations of loss in financial markets and institutions. It is a continuous variable with a spectrum of values, where extreme values are called financial crises. Information about financial stress is extracted from a wide array of financial variables using several techniques, including factor analysis, econometric benchmarking, and generalized autoregressive conditional heteroscedasticity (GARCH) modelling. An internal Bank of Canada survey is used to condition the choice of variables and to evaluate their ability to reflect the responses to the survey regarding highly stressful financial events. The authors show that alternative measures of financial crises suggested by the literature do not accurately reflect the results of the survey, while several measures developed in this paper do reflect them.

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Bibliographic Info

Paper provided by Bank of Canada in its series Working Papers with number 03-14.

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Length: 63 pages
Date of creation: 2003
Date of revision:
Handle: RePEc:bca:bocawp:03-14

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Keywords: Financial institutions; Financial markets;

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References

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  1. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
  2. Reinhart, Carmen & Kaminsky, Graciela & Lizondo, Saul, 1998. "Leading Indicators of Currency Crises," MPRA Paper 6981, University Library of Munich, Germany.
  3. John V. Duca, 1999. "What credit market indicators tell us," Economic and Financial Policy Review, Federal Reserve Bank of Dallas, issue Q III, pages 2-13.
  4. De Bandt, Olivier & Hartmann, Philipp, 2000. "Systemic risk: A survey," Working Paper Series, European Central Bank 0035, European Central Bank.
  5. Michael P. Dooley, 1994. "A Retrospective on the Debt Crisis," NBER Working Papers 4963, National Bureau of Economic Research, Inc.
  6. Tim Bollerslev, 1986. "Generalized autoregressive conditional heteroskedasticity," EERI Research Paper Series EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
  7. Hali J. Edison, 2003. "Do indicators of financial crises work? An evaluation of an early warning system," International Journal of Finance & Economics, John Wiley & Sons, Ltd., John Wiley & Sons, Ltd., vol. 8(1), pages 11-53.
  8. Manmohan S. Kumar & Avinash Persaud, 2001. "Pure Contagion and Investors Shifting Risk Appetite," IMF Working Papers 01/134, International Monetary Fund.
  9. Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2001. "Aggregate price shocks and financial instability: a historical analysis," Working Papers, Federal Reserve Bank of St. Louis 2000-005, Federal Reserve Bank of St. Louis.
  10. Kamin, Steven B., 1999. "The current international financial crisis:: how much is new?," Journal of International Money and Finance, Elsevier, Elsevier, vol. 18(4), pages 501-514, August.
  11. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
  12. Sauer, Christine & Bohara, Alok K, 2001. "Exchange Rate Volatility and Exports: Regional Differences between Developing and Industrialized Countries," Review of International Economics, Wiley Blackwell, vol. 9(1), pages 133-52, February.
  13. International Monetary Fund, 2000. "Loan Review, Provisioning, and Macroeconomic Linkages," IMF Working Papers 00/195, International Monetary Fund.
  14. Mark Gertler & R. Glenn Hubbard & Anil K. Kashyap, 1990. "Interest rate spreads, credit constraints and investment fluctuations: an empirical investigation," Finance and Economics Discussion Series, Board of Governors of the Federal Reserve System (U.S.) 137, Board of Governors of the Federal Reserve System (U.S.).
  15. Giancarlo Corsetti & Paolo Pesenti & Nouriel Roubini, 1998. "Paper Tigers? A Model of the Asian Crisis," NBER Working Papers 6783, National Bureau of Economic Research, Inc.
  16. Ranil Salgado & Luca Antonio Ricci & Francesco Caramazza, 2000. "Trade and Financial Contagion in Currency Crises," IMF Working Papers 00/55, International Monetary Fund.
  17. Marc Klau & John Hawkins, 2000. "Measuring potential vulnerabilities in emerging market economies," BIS Working Papers 91, Bank for International Settlements.
  18. E Philip Davis, 1999. "Financial data needs for macroprudential surveillance - What are the key indicators of risks to domestic financial stability?," Lectures, Centre for Central Banking Studies, Bank of England, Centre for Central Banking Studies, Bank of England, number 2, November.
  19. Glick, R. & Moreno, R., 1999. "Money and Credit, Competitiveness, and Currency Crises in Asia and Latin America," Papers, Economisch Institut voor het Midden en Kleinbedrijf- 99-01, Economisch Institut voor het Midden en Kleinbedrijf-.
  20. Graciela Laura Kaminsky, 1999. "Currency and Banking Crises," IMF Working Papers 99/178, International Monetary Fund.
  21. Eichengreen, Barry & Rose, Andrew K, 1998. "Staying Afloat When the Wind Shifts: External Factors and Emerging-Market Banking Crises," CEPR Discussion Papers, C.E.P.R. Discussion Papers 1828, C.E.P.R. Discussion Papers.
  22. Gian Maria Milesi-Ferrett & Assaf Razin, 1998. "Current Account Reversals and Currency Crises: Empirical Regularities," NBER Working Papers 6620, National Bureau of Economic Research, Inc.
  23. Bollerslev, Tim & Chou, Ray Y. & Kroner, Kenneth F., 1992. "ARCH modeling in finance : A review of the theory and empirical evidence," Journal of Econometrics, Elsevier, Elsevier, vol. 52(1-2), pages 5-59.
  24. Alexandra Lai, 2002. "Modelling Financial Instability: A Survey of the Literature," Working Papers, Bank of Canada 02-12, Bank of Canada.
  25. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 81(3), pages 637-54, May-June.
  26. Jeffrey A. Frankel & Andrew K. Rose, 1996. "Currency crashes in emerging markets: an empirical treatment," International Finance Discussion Papers, Board of Governors of the Federal Reserve System (U.S.) 534, Board of Governors of the Federal Reserve System (U.S.).
  27. Reuven Glick & Michael Hutchison, 1999. "Banking and currency crises: how common are twins?," Pacific Basin Working Paper Series 99-07, Federal Reserve Bank of San Francisco.
  28. Steven B. Kamin, 1999. "The current international financial crisis: how much is new?," International Finance Discussion Papers, Board of Governors of the Federal Reserve System (U.S.) 636, Board of Governors of the Federal Reserve System (U.S.).
  29. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, Econometric Society, vol. 50(4), pages 987-1007, July.
  30. Marc-André Gosselin & Greg Tkacz, 2001. "Evaluating Factor Models: An Application to Forecasting Inflation in Canada," Working Papers, Bank of Canada 01-18, Bank of Canada.
  31. Stock, J.H. & Watson, M.W., 1989. "New Indexes Of Coincident And Leading Economic Indicators," Papers, Harvard - J.F. Kennedy School of Government 178d, Harvard - J.F. Kennedy School of Government.
  32. Aaron Tornell, 1999. "Common Fundamentals in the Tequila and Asian Crises," Harvard Institute of Economic Research Working Papers 1868, Harvard - Institute of Economic Research.
  33. Amano, Robert A. & van Norden, Simon, 1995. "Terms of trade and real exchange rates: the Canadian evidence," Journal of International Money and Finance, Elsevier, Elsevier, vol. 14(1), pages 83-104, February.
  34. Kruger, Mark & Osakwe, Patrick N. & Page, Jennifer, 1998. "Fundamentals, Contagion and Currency Crises: An Empirical Analysis," Working Papers, Bank of Canada 98-10, Bank of Canada.
  35. Reinhart, Carmen & Goldstein, Morris & Kaminsky, Graciela, 2000. "Assessing financial vulnerability, an early warning system for emerging markets: Introduction," MPRA Paper 13629, University Library of Munich, Germany.
  36. Ramdane, Djoudad & Tessier, David, 2000. "Quelques résultats empiriques relatifs à l'évolution du taux de change Canada/États-Unis," Working Papers, Bank of Canada 00-4, Bank of Canada.
  37. Bordo, Michael D. & Schwartz, Anna J., 2000. "Measuring real economic effects of bailouts: historical perspectives on how countries in financial distress have fared with and without bailouts," Carnegie-Rochester Conference Series on Public Policy, Elsevier, Elsevier, vol. 53(1), pages 81-167, December.
  38. Daniel C. Hardy & Ceyla Pazarbasioglu, 1999. "Determinants and Leading Indicators of Banking Crises: Further Evidence," IMF Staff Papers, Palgrave Macmillan, vol. 46(3), pages 1.
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