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Banking Stability Measures

Author

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  • Mr. C. A. E. Goodhart
  • Miguel A. Segoviano

Abstract

This paper defines a set of banking stability measures which take account of distress dependence among the banks in a system, thereby providing a set of tools to analyze stability from complementary perspectives by allowing the measurement of (i) common distress of the banks in a system, (ii) distress between specific banks, and (iii) distress in the system associated with a specific bank. Our approach defines the banking system as a portfolio of banks and infers the system's multivariate density (BSMD) from which the proposed measures are estimated. The BSMD embeds the banks' default inter-dependence structure that captures linear and non-linear distress dependencies among the banks in the system, and its changes at different times of the economic cycle. The BSMD is recovered using the CIMDO-approach, a new approach that in the presence of restricted data, improves density specification without explicitly imposing parametric forms that, under restricted data sets, are difficult to model. Thus, the proposed measures can be constructed from a very limited set of publicly available data and can be provided for a wide range of both developing and developed countries.

Suggested Citation

  • Mr. C. A. E. Goodhart & Miguel A. Segoviano, 2009. "Banking Stability Measures," IMF Working Papers 2009/004, International Monetary Fund.
    • Handle: RePEc:imf:imfwpa:2009/004
    as

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    References listed on IDEAS

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    1. Charles Goodhart & Boris Hofmann & Miguel Segoviano, 2004. "Bank Regulation and Macroeconomic Fluctuations," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(4), pages 591-615, Winter.
    2. P. Hartmann & S. Straetmans & C. G. de Vries, 2004. "Asset Market Linkages in Crisis Periods," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 313-326, February.
    3. Graciela Kaminsky & Saul Lizondo & Carmen M. Reinhart, 1998. "Leading Indicators of Currency Crises," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 1-48, March.
    4. Eichengreen, Barry & Arteta, Carlos, 2000. "Banking Crises in Emerging Markets: Presumptions and Evidence," Center for International and Development Economics Research, Working Paper Series qt3pk9t1h2, Center for International and Development Economics Research, Institute for Business and Economic Research, UC Berkeley.
    5. Morris Goldstein & Graciela Kaminsky & Carmen Reinhart, 2017. "Methodology and Empirical Results," World Scientific Book Chapters, in: TRADE CURRENCIES AND FINANCE, chapter 11, pages 397-436, World Scientific Publishing Co. Pte. Ltd..
    6. Charles Goodhart & Pojanart Sunirand & Dimitrios Tsomocos, 2006. "A model to analyse financial fragility," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 27(1), pages 107-142, January.
    7. Obstfeld, Maurice, 1996. "Models of currency crises with self-fulfilling features," European Economic Review, Elsevier, vol. 40(3-5), pages 1037-1047, April.
    8. Dooley, Michael P, 2000. "A Model of Crises in Emerging Markets," Economic Journal, Royal Economic Society, vol. 110(460), pages 256-272, January.
    9. Frederic S. Mishkin, 1996. "Understanding Financial Crises: A Developing Country Perspective," NBER Working Papers 5600, National Bureau of Economic Research, Inc.
    10. 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.
    11. Charles A. E. Goodhart, 1995. "Price Stability and Financial Fragility," Palgrave Macmillan Books, in: Kuniho Sawamoto & Zenta Nakajima & Hiroo Taguchi (ed.), Financial Stability in a Changing Environment, chapter 10, pages 439-509, Palgrave Macmillan.
    12. Takatoshi Ito & Anne O. Krueger, 1996. "Financial Deregulation and Integration in East Asia," NBER Books, National Bureau of Economic Research, Inc, number ito_96-1, March.
    13. 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.
    14. Carmen M. Reinhart & Ioannis Tokatlidis, 2003. "Financial Liberalisation: The African Experience," Journal of African Economies, Centre for the Study of African Economies, vol. 12(Supplemen), pages 53-88, September.
    15. Charles Goodhart & Boris Hofmann, 2003. "Deflation, Credit and Asset Prices," Working Papers 132003, Hong Kong Institute for Monetary Research.
    16. Goodhart, Charles & Segoviano, Miguel A., 2004. "Basel and procyclicality: a comparison of the standardised and IRB approaches to an improved credit risk method," LSE Research Online Documents on Economics 24821, London School of Economics and Political Science, LSE Library.
    17. Krugman, Paul, 1979. "A Model of Balance-of-Payments Crises," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 11(3), pages 311-325, August.
    18. Diebold, Francis X & Gunther, Todd A & Tay, Anthony S, 1998. "Evaluating Density Forecasts with Applications to Financial Risk Management," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 863-883, November.
    19. Boris Hofmann, 2001. "The determinants of private sector credit in industrialised countries: do property prices matter?," BIS Working Papers 108, Bank for International Settlements.
    20. 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.
    21. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    22. Flood, Robert & Marion, Nancy, 1999. "Perspectives on the Recent Currency Crisis Literature," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 4(1), pages 1-26, January.
    23. Knight, Malcolm & Santaella, Julio A., 1997. "Economic determinants of IMF financial arrangements," Journal of Development Economics, Elsevier, vol. 54(2), pages 405-436, December.
    24. Miguel A. Segoviano, 2006. "Portfolio Credit Risk and Macroeconomic Shocks: Applications to Stress Testing Under Data-Restricted Environments," IMF Working Papers 2006/283, International Monetary Fund.
    25. Philip Lowe & Miguel A. Segoviano, 2002. "Internal ratings, the business cycle and capital requirements: some evidence from an emerging market economy," BIS Working Papers 117, Bank for International Settlements.
    26. Segoviano, Miguel A. & Lowe, Philip, 2002. "Internal ratings, the business cycle and capital requirements: some evidence from an emerging market economy," LSE Research Online Documents on Economics 24948, London School of Economics and Political Science, LSE Library.
    27. Claudio E. V. Borio & Wilhelm Fritz, 1995. "The response of short-term bank lending rates to policy rates: a cross-country perspective," BIS Working Papers 27, Bank for International Settlements.
    28. C. A. E. Goodhart, 1995. "Price Stability and Financial Fragility (1995)," Palgrave Macmillan Books, in: The Central Bank and the Financial System, chapter 14, pages 263-302, Palgrave Macmillan.
    29. Ito, Takatoshi & Krueger, Anne O. (ed.), 1996. "Financial Deregulation and Integration in East Asia," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226386713, December.
    30. Ronald I. McKinnon & Huw Pill, 1996. "Credible Liberalizations and International Capital Flows: The "Overborrowing Syndrome"," NBER Chapters, in: Financial Deregulation and Integration in East Asia, pages 7-50, National Bureau of Economic Research, Inc.
    31. 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 637-654, May-June.
    32. De Vries, C.G., 2005. "The simple economics of bank fragility," Journal of Banking & Finance, Elsevier, vol. 29(4), pages 803-825, April.
    33. Maurice Obstfeld & Kenneth Rogoff, 1995. "The Mirage of Fixed Exchange Rates," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 73-96, Fall.
    34. Berger, Allen N. & Udell, Gregory F., 1990. "Collateral, loan quality and bank risk," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 21-42, January.
    35. O. Aspachs & C. Goodhart & M. Segoviano & D. Tsomocos & L. Zicchino, 2006. "Searching for a Metric for Financial Stability," OFRC Working Papers Series 2006fe09, Oxford Financial Research Centre.
    36. Mr. C. A. E. Goodhart & Miguel A. Segoviano & Boris Hofmann, 2006. "Default, Credit Growth, and Asset Prices," IMF Working Papers 2006/223, International Monetary Fund.
    37. Paul Mizen (ed.), 2003. "Monetary History, Exchange Rates and Financial Markets," Books, Edward Elgar Publishing, number 2818.
    38. Francis X. Diebold & Jinyong Hahn & Anthony S. Tay, 1999. "Multivariate Density Forecast Evaluation And Calibration In Financial Risk Management: High-Frequency Returns On Foreign Exchange," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 661-673, November.
    39. 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.
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