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Macroprudential stress testing of credit risk: A practical approach for policy makers

Listed author(s):
  • Buncic, Daniel
  • Martin, Melecky

Drawing on the lessons from the global financial crisis and especially from its impact on the banking systems of Eastern Europe, the paper proposes a new practical approach to macroprudential stress testing. The proposed approach incorporates: (i) macroeconomic stress scenarios generated from both a country specific statistical model and historical cross-country crises experience; (ii) indirect credit risk due to foreign currency exposures of unhedged borrowers; (iii) varying underwriting practices across banks and their asset classes based on their relative aggressiveness of lending; (iv) higher correlations between the probability of default and the loss given default during stress periods; (v) a negative effect of lending concentration and residual loan maturity on unexpected losses; and (vi) the use of an economic risk weighted capital adequacy ratio as the relevant outcome indicator to measure the resilience of banks to materialising credit risk. We apply the proposed approach to a set of Eastern European banks and discuss the results.

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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 33927.

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Date of creation: 28 Sep 2011
Handle: RePEc:pra:mprapa:33927
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  1. Jordi Galí & Tommaso Monacelli, 2004. "Monetary policy and exchange rate volatility in a small open economy," Economics Working Papers 835, Department of Economics and Business, Universitat Pompeu Fabra.
  2. M. Hashem Pesaran & Til Schuermann & Björn-Jakob Treutler & Scott M. Weiner & April, "undated". "Macroeconomic Dynamics and Credit Risk: A Global Perspective," Center for Financial Institutions Working Papers 03-13, Wharton School Center for Financial Institutions, University of Pennsylvania.
  3. Adolfson, Malin & Laséen, Stefan & Lindé, Jesper & Villani, Mattias, 2008. "Empirical Properties Of Closed- And Open-Economy Dsge Models Of The Euro Area," Macroeconomic Dynamics, Cambridge University Press, vol. 12(S1), pages 2-19, April.
  4. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
  5. Claus Brand & Daniel Buncic & Jarkko Turunen, 2008. "The Impact of ECB Monetary Policy Decisions and Communication on the Yield Curve," Discussion Papers 2008-11, School of Economics, The University of New South Wales.
  6. Christiano, Lawrence & Rostagno, Massimo & Motto, Roberto, 2010. "Financial factors in economic fluctuations," Working Paper Series 1192, European Central Bank.
  7. Yuliya Makarova & Anna Ilyina & Christian Schmieder & Eugenio M Cerutti, 2010. "Bankers Without Borders? Implications of Ring-Fencing for European Cross-Border Banks," IMF Working Papers 10/247, International Monetary Fund.
  8. Thomas Breuer & Martin Jandacka & Klaus Rheinberger & Martin Summer, 2009. "How to Find Plausible, Severe and Useful Stress Scenarios," International Journal of Central Banking, International Journal of Central Banking, vol. 5(3), pages 205-224, September.
  9. Anginer, Deniz & Demirguc-Kunt, Asli, 2014. "Has the global banking system become more fragile over time?," Journal of Financial Stability, Elsevier, vol. 13(C), pages 202-213.
  10. Reinhart, Carmen & Kaminsky, Graciela, 1999. "The twin crises: The causes of banking and balance of payments problems," MPRA Paper 14081, University Library of Munich, Germany.
  11. Gabriele Galati & Richhild Moessner, 2011. "Macroprudential policy - a literature review," BIS Working Papers 337, Bank for International Settlements.
  12. Adrian Blundell-Wignall & Paul Atkinson, 2010. "Thinking beyond Basel III: Necessary Solutions for Capital and Liquidity," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2010(1), pages 9-33.
  13. Douglas Laxton & Susanna Mursula & Michael Kumhof & Dirk V Muir, 2010. "The Global Integrated Monetary and Fiscal Model (GIMF) – Theoretical Structure," IMF Working Papers 10/34, International Monetary Fund.
  14. Jesus, Saurina & Gabriel, Jimenez, 2006. "Credit Cycles, Credit Risk, and Prudential Regulation," MPRA Paper 718, University Library of Munich, Germany.
  15. MacDonald, Ronald, 2000. "Concepts to Calculate Equilibrium Exchange Rates: An Overview," Discussion Paper Series 1: Economic Studies 2000,03, Deutsche Bundesbank, Research Centre.
  16. Marco Sorge, 2004. "Stress-testing financial systems: an overview of current methodologies," BIS Working Papers 165, Bank for International Settlements.
  17. Maurice Obstfeld and Alan M. Taylor., 1997. "Nonlinear Aspects of Goods-Market Arbitrage and Adjustment: Heckscher's Commodity Points Revisited," Center for International and Development Economics Research (CIDER) Working Papers C97-088, University of California at Berkeley.
  18. Buncic, Daniel, 2009. "Understanding forecast failure in ESTAR models of real exchange rates," MPRA Paper 13121, University Library of Munich, Germany.
  19. Huang, Xin & Zhou, Hao & Zhu, Haibin, 2009. "A framework for assessing the systemic risk of major financial institutions," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 2036-2049, November.
  20. Anil Bangia & Francis X. Diebold & Til Schuermann, 2000. "Ratings Migration and the Business Cycle, With Application to Credit Portfolio Stress Testing," Center for Financial Institutions Working Papers 00-26, Wharton School Center for Financial Institutions, University of Pennsylvania.
  21. Schechtman, Ricardo & Gaglianone, Wagner Piazza, 2012. "Macro stress testing of credit risk focused on the tails," Journal of Financial Stability, Elsevier, vol. 8(3), pages 174-192.
  22. Svensson, L.E.O., 1998. "Open-Economy Inflation Targeting," Papers 638, Stockholm - International Economic Studies.
  23. Xin Huang & Hao Zhou & Haibin Zhu, 2010. "Assessing the systemic risk of a heterogeneous portfolio of banks during the recent financial crisis," BIS Working Papers 296, Bank for International Settlements.
  24. Charles Goodhart & Miguel Segoviano, 2009. "Banking Stability Measures," FMG Discussion Papers dp627, Financial Markets Group.
  25. Marcella Lucchetta & Gianni De Nicolo, 2012. "Systemic Real and Financial Risks; Measurement, Forecasting, and Stress Testing," IMF Working Papers 12/58, International Monetary Fund.
  26. Sébastien Wälti, 2005. "The duration of fixed exchange rate regimes," Trinity Economics Papers 2000518, Trinity College Dublin, Department of Economics.
  27. Daniel Buncic & Martin Melecky, 2008. "An Estimated New Keynesian Policy Model for Australia," The Economic Record, The Economic Society of Australia, vol. 84(264), pages 1-16, 03.
  28. Alain Laurin & Giovanni Majnoni, 2003. "Bank Loan Classification and Provisioning Practices in Selected Developed and Emerging Countries," World Bank Publications, The World Bank, number 15157.
  29. Daniel Buncic, 2012. "Understanding forecast failure of ESTAR models of real exchange rates," Empirical Economics, Springer, vol. 43(1), pages 399-426, August.
  30. Reuven Glick & Michael M. Hutchison, "undated". "Banking and Currency Crises: How Common Are Twins?," EPRU Working Paper Series 99-20, Economic Policy Research Unit (EPRU), University of Copenhagen. Department of Economics.
  31. repec:pra:mprapa:16525 is not listed on IDEAS
  32. Reinhart, Carmen & Rogoff, Kenneth, 2004. "The modern history of exchange rate arrangements: A reinterpretation," MPRA Paper 14070, University Library of Munich, Germany.
  33. Zuzana Fungáèová & Petr Jakubík, 2012. "Bank Stress Tests as an Information Device for Emerging Markets: The Case of Russia," Working Papers IES 2012/04, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Feb 2012.
  34. Ivanov Ventzislav & Kilian Lutz, 2005. "A Practitioner's Guide to Lag Order Selection For VAR Impulse Response Analysis," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 9(1), pages 1-36, March.
  35. Edward I. Altman & Andrea Resti & Andrea Sironi, 2002. "The link between default and recovery rates: effects on the procyclicality of regulatory capital ratios," BIS Working Papers 113, Bank for International Settlements.
  36. Christian Schmieder & Maher Hasan & Claus Puhr, 2011. "Next Generation Balance Sheet Stress Testing," IMF Working Papers 11/83, International Monetary Fund.
  37. Antonella Foglia, 2009. "Stress Testing Credit Risk: A Survey of Authorities' Aproaches," International Journal of Central Banking, International Journal of Central Banking, vol. 5(3), pages 9-45, September.
  38. Peura, Samu & Jokivuolle, Esa, 2004. "Simulation based stress tests of banks' regulatory capital adequacy," Journal of Banking & Finance, Elsevier, vol. 28(8), pages 1801-1824, August.
  39. Fabian Valencia & Luc Laeven, 2008. "Systemic Banking Crises; A New Database," IMF Working Papers 08/224, International Monetary Fund.
  40. Bénédicte Vidaillet & V. D'Estaintot & P. Abécassis, 2005. "Introduction," Post-Print hal-00287137, HAL.
  41. Cihák, Martin & Schaeck, Klaus, 2010. "How well do aggregate prudential ratios identify banking system problems?," Journal of Financial Stability, Elsevier, vol. 6(3), pages 130-144, September.
  42. Menzie D. Chinn & Guy Meredith, 2005. "Testing Uncovered Interest Parity at Short and Long Horizons during the Post-Bretton Woods Era," NBER Working Papers 11077, National Bureau of Economic Research, Inc.
  43. Melecky, Martin & Podpiera, Anca Maria, 2010. "Macroprudential stress-testing practices of central banks in central and south eastern Europe : an overview and challenges ahead," Policy Research Working Paper Series 5434, The World Bank.
  44. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
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