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

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  • Buncic, Daniel
  • Melecky, Martin

Abstract

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 materializing credit risk. The authors apply the proposed approach to a set of Eastern European banks and discuss the results.

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Bibliographic Info

Article provided by Elsevier in its journal Journal of Financial Stability.

Volume (Year): 9 (2013)
Issue (Month): 3 ()
Pages: 347-370

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Handle: RePEc:eee:finsta:v:9:y:2013:i:3:p:347-370

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Web page: http://www.elsevier.com/locate/jfstabil

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Keywords: Macroprudential supervision; Stress test; Individual bank data; Eastern Europe;

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  1. Douglas Laxton & Susanna Mursula & Michael Kumhof & Dirk Muir, 2010. "The Global Integrated Monetary and Fiscal Model (GIMF)," IMF Working Papers 10/34, International Monetary Fund.
  2. Buncic, Daniel, 2009. "Understanding forecast failure of ESTAR models of real exchange rates," MPRA Paper 16526, University Library of Munich, Germany.
  3. Carmen M. Reinhart & Kenneth S. Rogoff, 2004. "The Modern History of Exchange Rate Arrangements: A Reinterpretation," The Quarterly Journal of Economics, MIT Press, vol. 119(1), pages 1-48, February.
  4. Svensson, Lars E O, 1998. "Open-Economy Inflation Targeting," CEPR Discussion Papers 1989, C.E.P.R. Discussion Papers.
  5. Jordi Gal� & Tommaso Monacelli, 2005. "Monetary Policy and Exchange Rate Volatility in a Small Open Economy," Review of Economic Studies, Oxford University Press, vol. 72(3), pages 707-734.
  6. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  7. Martin Melecky & Daniel Buncic, 2005. "An Estimated, New Keynesian Policy Model for Australia," Macroeconomics 0511026, EconWPA.
  8. Bangia, Anil & Diebold, Francis X. & Kronimus, Andre & Schagen, Christian & Schuermann, Til, 2002. "Ratings migration and the business cycle, with application to credit portfolio stress testing," Journal of Banking & Finance, Elsevier, vol. 26(2-3), pages 445-474, March.
  9. 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.
  10. 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.
  11. 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.
  12. Roberto Motto & Massimo Rostagno & Lawrence J. Christiano, 2010. "Financial Factors in Economic Fluctuations," 2010 Meeting Papers 141, Society for Economic Dynamics.
  13. Thomas Breuer & Martin Jandacka & Klaus Rheinberger & Martin Summer, 2009. "How to find plausible, severe, and useful stress scenarios," Working Papers 150, Oesterreichische Nationalbank (Austrian Central Bank).
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. 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.
  19. Reuven Glick & Michael Hutchison, 1999. "Banking and currency crises; how common are twins?," Proceedings, Federal Reserve Bank of San Francisco, issue Sep.
  20. Xin Huang & Hao Zhou & Haibin Zhu, 2009. "Assessing the systemic risk of a heterogeneous portfolio of banks during the recent financial crisis," Finance and Economics Discussion Series 2009-44, Board of Governors of the Federal Reserve System (U.S.).
  21. 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.
  22. Gabriele Galati & Richhild Moessner, 2011. "Macroprudential policy - a literature review," BIS Working Papers 337, Bank for International Settlements.
  23. Til Schuermann & Björn-Jakob Treutler & Scott M. Weiner & M. Hashem Pesaran, 2003. "Macroeconomic Dynamics and Credit Risk: A Global Perspective," CESifo Working Paper Series 995, CESifo Group Munich.
  24. Brand, Claus & Buncic, Daniel & Turunen, Jarkko, 2006. "The impact of ECB monetary policy decisions and communication on the yield curve," Working Paper Series 0657, European Central Bank.
  25. Virolainen , Kimmo, 2004. "Macro stress testing with a macroeconomic credit risk model for Finland," Research Discussion Papers 18/2004, Bank of Finland.
  26. 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, July.
  27. 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.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. Sébastien Wälti, 2005. "The duration of fixed exchange rate regimes," Trinity Economics Papers 2000518, Trinity College Dublin, Department of Economics.
  33. 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.
  34. Gabriel Jiménez & Jesús Saurina, 2006. "Credit Cycles, Credit Risk, and Prudential Regulation," International Journal of Central Banking, International Journal of Central Banking, vol. 2(2), May.
  35. Marco Sorge, 2004. "Stress-testing financial systems: an overview of current methodologies," BIS Working Papers 165, Bank for International Settlements.
  36. MacDonald, Ronald, 2000. "Concepts to Calculate Equilibrium Exchange Rates: An Overview," Discussion Paper Series 1: Economic Studies 2000,03, Deutsche Bundesbank, Research Centre.
  37. repec:pra:mprapa:16525 is not listed on IDEAS
  38. Anginer, Deniz & Demirguc-Kunt, Asli, 2011. "Has the global banking system become more fragile over time ?," Policy Research Working Paper Series 5849, The World Bank.
  39. Charles Goodhart & Miguel Segoviano, 2009. "Banking Stability Measures," FMG Discussion Papers dp627, Financial Markets Group.
  40. Christian Schmieder & Maher Hasan & Claus Puhr, 2011. "Next Generation Balance Sheet Stress Testing," IMF Working Papers 11/83, International Monetary Fund.
  41. Fabian Valencia & Luc Laeven, 2008. "Systemic Banking Crises," IMF Working Papers 08/224, International Monetary Fund.
  42. Marcella Lucchetta & Gianni De Nicoló, 2012. "Systemic Real and Financial Risks," IMF Working Papers 12/58, International Monetary Fund.
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Cited by:
  1. Buncic, Daniel & Melecky, Martin, 2013. "Equilibrium credit : the reference point for macroprudential supervisors," Policy Research Working Paper Series 6358, The World Bank.
  2. Petr Jakubík & Thomas Reininger, 2013. "Determinants of Nonperforming Loans in Central, Eastern and Southeastern Europe," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue 3, pages 48-66.
  3. Adam Gersl & Petr Jakubik & Tomas Konecny & Jakub Seidler, 2012. "Dynamic Stress Testing: The Framework for Testing Banking Sector Resilience Used by the Czech National Bank," Working Papers 2012/11, Czech National Bank, Research Department.
  4. Adam Gersl & Petr Jakubik & Tomas Konecny & Jakub Seidler, 2013. "Dynamic Stress Testing: The Framework for Assessing the Resilience of the Banking Sector Used by the Czech National Bank," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 63(6), pages 505-536, December.

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