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A Framework for Assessing the Systemic Risk of Major Financial Institutions

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Author Info
Xin Huang
Hao Zhou
Haibin Zhu

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Abstract

In this paper we propose a framework for measuring and stress testing the systemic risk of a group of major financial institutions. The systemic risk is measured by the price of insurance against financial distress, which is based on ex ante measures of default probabilities of individual banks and forecasted asset return correlations. Importantly, using realized correlations estimated from high-frequency equity return data can significantly improve the accuracy of forecasted correlations. Our stress testing methodology, using an integrated micro-macro model, takes into account dynamic linkages between the health of major US banks and macro-financial conditions. Our results suggest that the theoretical insurance premium that would be charged to protect against losses that equal or exceed 15 % of total liabilities of 12 major US financial firms stood at $110 billion in March 2008 and had a projected upper bound of $250 billion in July 2008.

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Publisher Info
Paper provided by Bank for International Settlements in its series BIS Working Papers with number 281.

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Length: 44 pages
Date of creation: Apr 2009
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Handle: RePEc:bis:biswps:281

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Related research
Keywords: systemic risk; stress testing; portfolio credit risk; credit default swap; high-frequency data;

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Young Ho Eom, 2004. "Structural Models of Corporate Bond Pricing: An Empirical Analysis," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 17(2), pages 499-544. [Downloadable!] (restricted)
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  4. Siem Jan Koopman & André Lucas & Robert J. Daniels, 2005. "A Non-Gaussian Panel Time Series Model for Estimating and Decomposing Default Risk," DNB Working Papers 055, Netherlands Central Bank, Research Department. [Downloadable!]
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  5. Duffie, Darrell & Saita, Leandro & Wang, Ke, 2007. "Multi-period corporate default prediction with stochastic covariates," Journal of Financial Economics, Elsevier, vol. 83(3), pages 635-665, March. [Downloadable!] (restricted)
  6. Joost Driessen, 2005. "Is Default Event Risk Priced in Corporate Bonds?," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 18(1), pages 165-195. [Downloadable!] (restricted)
  7. Inui, Koji & Kijima, Masaaki, 2005. "On the significance of expected shortfall as a coherent risk measure," Journal of Banking & Finance, Elsevier, vol. 29(4), pages 853-864, April. [Downloadable!] (restricted)
  8. Ang, Andrew & Piazzesi, Monika, 2003. "A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables," Journal of Monetary Economics, Elsevier, vol. 50(4), pages 745-787, May. [Downloadable!] (restricted)
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  9. Lea Zicchino & Dimitrios Tsomocos & Charles Goodhart & Oriol Aspachs Bracon, 2006. "Towards a Measure of Financial Fragility," FMG Discussion Papers dp554, Financial Markets Group. [Downloadable!] (restricted)
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  10. Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Paul Labys, 2003. "Modeling and Forecasting Realized Volatility," Econometrica, Econometric Society, vol. 71(2), pages 579-625, March. [Downloadable!] (restricted)
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  11. Charles A.E. Goodhart & Pojanart Sunirand & Dimitrios P. Tsomocos, 2004. "A Risk Assessment Model for Banks," OFRC Working Papers Series 2004fe11, Oxford Financial Research Centre. [Downloadable!]
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  12. 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 449-70, May. [Downloadable!] (restricted)
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  13. Toni Gravelle & Jorge A. Chan-Lau, 2005. "The END: A New Indicator of Financial and Nonfinancial Corporate Sector Vulnerability," IMF Working Papers 05/231, International Monetary Fund. [Downloadable!]
  14. Pierre Collin-Dufresne, 2001. "The Determinants of Credit Spread Changes," Journal of Finance, American Finance Association, vol. 56(6), pages 2177-2207, December. [Downloadable!] (restricted)
  15. Ole E. Barndorff-Nielsen & Neil Shephard, 2004. "Econometric Analysis of Realized Covariation: High Frequency Based Covariance, Regression, and Correlation in Financial Economics," Econometrica, Econometric Society, vol. 72(3), pages 885-925, 05. [Downloadable!] (restricted)
  16. Charles A.E. Goodhart & Pojanart Sunirand & Dimitrios P. Tsomocos, 2003. "A Model to Analyse Financial Fragility," OFRC Working Papers Series 2003fe13, Oxford Financial Research Centre. [Downloadable!]
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  17. Sanjiv R. Das & Darrell Duffie & Nikunj Kapadia & Leandro Saita, 2007. "Common Failings: How Corporate Defaults Are Correlated," Journal of Finance, American Finance Association, vol. 62(1), pages 93-117, 02. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Jose Giancarlo Gasha & Carlos I. Medeiros & Marcos Souto & Christian Capuano & Andre Santos & Jorge A. Chan-Lau, 2009. "Recent Advances in Credit Risk Modeling," IMF Working Papers 09/162, International Monetary Fund. [Downloadable!]
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