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An Index of Financial Stress for Canada

  • Mark Illing
  • Ying Liu

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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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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  1. Marc Klau & John Hawkins, 2000. "Measuring potential vulnerabilities in emerging market economies," BIS Working Papers 91, Bank for International Settlements.
  2. Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2001. "Aggregate price shocks and financial instability: a historical analysis," Working Papers 2000-005, Federal Reserve Bank of St. Louis.
  3. 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.
  4. de Bandt, Olivier & Hartmann, Philipp, 2000. "Systemic Risk: A Survey," CEPR Discussion Papers 2634, C.E.P.R. Discussion Papers.
  5. Corsetti, Giancarlo & Pesenti, Paolo & Roubini, Nouriel, 1999. "Paper tigers?: A model of the Asian crisis," European Economic Review, Elsevier, vol. 43(7), pages 1211-1236, June.
  6. Graciela L. Kaminsky, 1998. "Currency and banking crises: the early warnings of distress," International Finance Discussion Papers 629, Board of Governors of the Federal Reserve System (U.S.).
  7. Ng, S. & Schaller, H., 1995. "The Risky Spread, Investment, and Monetary Policy Transmission: Evidence on the Role of Asymmetric Information," Cahiers de recherche 9515, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
  8. Glick, R. & Moreno, R., 1999. "Money and Credit, Competitiveness, and Currency Crises in Asia and Latin America," Papers 99-01, Economisch Institut voor het Midden en Kleinbedrijf-.
  9. Gian-Maria Milesi-Ferretti & Assaf Razin, 1998. "Current Account Reversals and Currency Crisis; Empirical Regularities," IMF Working Papers 98/89, International Monetary Fund.
  10. Kruger, Mark & Osakwe, Patrick N. & Page, Jennifer, 1998. "Fundamentals, Contagion and Currency Crises: An Empirical Analysis," Working Papers 98-10, Bank of Canada.
  11. 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, vol. 52(1-2), pages 5-59.
  12. Frankel, Jeffrey A. & Rose, Andrew K., 1996. "Currency crashes in emerging markets: An empirical treatment," Journal of International Economics, Elsevier, vol. 41(3-4), pages 351-366, November.
  13. Eichengreen, Barry & Rose, Andrew K, 1998. "Staying Afloat When the Wind Shifts: External Factors and Emerging-Market Banking Crises," CEPR Discussion Papers 1828, C.E.P.R. Discussion Papers.
  14. Glick, R. & Hutchison, M., 1999. "Banking and Currency Crises: How Common are Twins?," Papers pb99-07, Economisch Institut voor het Midden en Kleinbedrijf-.
  15. 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.
  16. Kamin, Steven B., 1999. "The current international financial crisis:: how much is new?," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 501-514, August.
  17. James H. Stock & Mark W. Watson, 1989. "New Indexes of Coincident and Leading Economic Indicators," NBER Chapters, in: NBER Macroeconomics Annual 1989, Volume 4, pages 351-409 National Bureau of Economic Research, Inc.
  18. 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.
  19. Alexandra Lai, 2002. "Modelling Financial Instability: A Survey of the Literature," Working Papers 02-12, Bank of Canada.
  20. 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.
  21. Tim Bollerslev, 1986. "Generalized autoregressive conditional heteroskedasticity," EERI Research Paper Series EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
  22. Mark Gertler & R. Glenn Hubbard & Anil Kashyap, 1990. "Interest Rate Spreads, Credit Constraints, and Investment Fluctuations: An Empirical Investigation," NBER Working Papers 3495, National Bureau of Economic Research, Inc.
  23. Hali J. Edison, 2000. "Do indicators of financial crises work? an evaluation of an early warning system," International Finance Discussion Papers 675, Board of Governors of the Federal Reserve System (U.S.).
  24. Aaron Tornell, 1999. "Common Fundamentals in the Tequila and Asian Crises," Harvard Institute of Economic Research Working Papers 1868, Harvard - Institute of Economic Research.
  25. Reinhart, Carmen & Kaminsky, Graciela & Lizondo, Saul, 1998. "Leading Indicators of Currency Crises," MPRA Paper 6981, University Library of Munich, Germany.
  26. Amano, Robert A. & van Norden, Simon, 1995. "Terms of trade and real exchange rates: the Canadian evidence," Journal of International Money and Finance, Elsevier, vol. 14(1), pages 83-104, February.
  27. Manmohan S. Kumar & Avinash Persaud, 2001. "Pure Contagion and Investors Shifting Risk Appetite; Analytical Issues and Empirical Evidence," IMF Working Papers 01/134, International Monetary Fund.
  28. 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, vol. 53(1), pages 81-167, December.
  29. Steven B. Kamin, 1999. "The current international financial crisis: how much is new?," International Finance Discussion Papers 636, Board of Governors of the Federal Reserve System (U.S.).
  30. Ramdane, Djoudad & Tessier, David, 2000. "Quelques résultats empiriques relatifs à l'évolution du taux de change Canada/États-Unis," Working Papers 00-4, Bank of Canada.
  31. International Monetary Fund, 2000. "Loan Review, Provisioning, and Macroeconomic Linkages," IMF Working Papers 00/195, International Monetary Fund.
  32. 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.
  33. Marc-André Gosselin & Greg Tkacz, 2001. "Evaluating Factor Models: An Application to Forecasting Inflation in Canada," Working Papers 01-18, Bank of Canada.
  34. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-54, May-June.
  35. 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, number 2, November.
  36. Michael P. Dooley, 1994. "A Retrospective on the Debt Crisis," NBER Working Papers 4963, National Bureau of Economic Research, Inc.
  37. 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.
  38. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
  39. Ranil Salgado & Luca Antonio Ricci & Francesco Caramazza, 2000. "Trade and Financial Contagion in Currency Crises," IMF Working Papers 00/55, International Monetary Fund.
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