Stress Testing, Capital Planning, and Risk Integration

  • Tiziano Bellini
  • Lorenzo Bocchi
Part of the Palgrave Macmillan Studies in Banking and Financial Institutions book series (SBFI)


The term “stress test” describes a range of techniques used to assess the vulnerability of a portfolio to major changes in the economic environment or to exceptional but plausible events. In order to use the IRB approach for computing the credit capital requirement, Basel II requires banks to carry out a stress test analysis. Basel II also requires stress testing for Pillar II purposes within the ICAAP. In addition, stress testing clearly becomes very useful from a managerial point of view because it helps identify risk sources and define strategies to handle negative events. Stress testing induces banks to focus on their key risk exposures and induces them to improve model calibration in order to take into account the types of worst cases as described, among others, by the Committee of European Banking Supervisor (2010) and the European Banking Authority (2011).


Credit Risk Economic Capital Default Probability European Banking Authority Unexpected Loss 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. Aas, K., Dimakos, X., and Oksendal, A. (2007) “Risk capital aggregation,” Risk Management, 9, 82–107.CrossRefGoogle Scholar
  2. Alessandri, P., and Drehmann, M. (2010) “An economic capital model integrating credit and interest rate risk in the banking book,” Journal of Banking and Finance, 34, 730–742.CrossRefGoogle Scholar
  3. Altman, E.I., and Haldeman, R. (1995) “Corporate credit scoring models: Approaches and tests for successful implementation,” The Journal of Commercial Lending, May, 10–22.Google Scholar
  4. Basel Committee on Banking Supervision (BCBS) (2006) International convergence of capital measurement and capital standards, Google Scholar
  5. Bellini, T. (2010) “Detecting atypical observations in financial data: The forward search for elliptical copulas,” Advances in Data Analysis and Classification, 9, 287–299.CrossRefGoogle Scholar
  6. — (2012) “The forward search outlier detection in data envelopment analysis,” European Journal of Operational Research, 216, 200–207.CrossRefGoogle Scholar
  7. Bellini, T., and Riani, M. (2011) “Robust analysis of default intensity,” Computational Statistics and Data Analysis, In press, doi: 10.1016/j.csda.2011.03.007.Google Scholar
  8. Committee of European Banking Supervisors (CEBS) (2010) CEBS guidelines on stress testing.Google Scholar
  9. Credit Suisse Financial Products (1997) CreditRisk+: A credit risk management framework.Google Scholar
  10. Dimakos, X., Aas, K. (2004) “Integrated risk modeling”, Statistical Modelling, 4(4), 265–277.CrossRefGoogle Scholar
  11. Drehmann, M., Stringa, M., and Sorensen, S. (2010) “The integrated impact of credit and interest rate risk on banks: A dynamic framework and stress testing application,” Journal of Banking and Finance, 34, 713–729.CrossRefGoogle Scholar
  12. European Banking Association (EBA) (2011) 2011 EU-wide stress test: Methodological note, Scholar
  13. Glasserman, P., and Li, J. (2005) “Importance sampling for portfolio credit risk,” Management Science, 51, 1643–1656.CrossRefGoogle Scholar
  14. Grundke, P. (2010) “Top-down approaches for integrated risk management: how accurate are they?” European Journal of Operational Research, 203, 662–672.CrossRefGoogle Scholar
  15. Kretzschmar, G., McNeil, A., and Kirchner, A. (2010) “Integrated models of capital adequacy why banks are undercapitalized,” Journal of Banking and Finance, 34, 2838–2850.CrossRefGoogle Scholar
  16. Kuritzkes, A., Schuermann, T., and Weiner, S. (2002) “Risk measurement, risk management and capital adequacy in financial conglomerates,” Working Paper 03–02, Wharton School Center for Financial Institutions, University of Pennsylvania.Google Scholar
  17. Rosenberg, J., and Schuermann, T. (2006) “A general approach to integrated risk management with skewed, fat-tailed risks,” Journal of Financial Economics, 79, 569–614.CrossRefGoogle Scholar
  18. Rutter Associates LLC (2004) Rutter associates survey of credit portfolio management practices.Google Scholar
  19. Wilson, T. (1997) “Portfolio credit risk II,” Risk, 10, 111–117.Google Scholar

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© Tiziano Bellini and Lorenzo Bocchi 2013

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  • Tiziano Bellini
  • Lorenzo Bocchi

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