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Measuring Systemic Risk in the Colombian Financial System: Systemic Contingent Claims Approach

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Listed:
  • Mariana Laverde
  • Esteban Gómez
  • Miguel Ángel Morales Mosquera

Abstract

The financial crisis of the late 2000's underscored the importance of identifying systemically significant institutions and developing mechanisms for the latter to internalize the externalities they create on the economy should they fail. Using monthly data for the period comprised between September, 2001 - March, 2011, we calculated bank-specific probabilities of default and expected losses given default. Subsequently, we estimated the joint distribution of such expected losses and found the aggregate cost of the implicit bailout option for the government. Our results suggest that even though systemic risk is currently not a major concern in the Colombian banking system, it is necessary to enhance the supervisory and regulatory framework to include quantitative measures of this risk.

Suggested Citation

  • Mariana Laverde & Esteban Gómez & Miguel Ángel Morales Mosquera, 2011. "Measuring Systemic Risk in the Colombian Financial System: Systemic Contingent Claims Approach," Temas de Estabilidad Financiera 060, Banco de la Republica de Colombia.
    • Handle: RePEc:bdr:temest:060
    DOI: 10.32468/tef.60
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    References listed on IDEAS

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    1. 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.
    2. Mr. Dale F Gray & Mr. James P Walsh, 2008. "Factor Model for Stress-testing with a Contingent Claims Model of the Chilean Banking System," IMF Working Papers 2008/089, International Monetary Fund.
    3. Nikolaos Papanikolaou & Christian Wolff, 2010. "Leverage and risk in US commercial banking in the light of the current financial crisis," LSF Research Working Paper Series 10-12, Luxembourg School of Finance, University of Luxembourg.
    4. Marcos Souto & Lisandro Abrego, 2008. "The Colombian banking sector - a contingent claims analysis," Coyuntura Económica, Fedesarrollo, December.
    5. Andreas Jobst & Mr. Dale F Gray, 2013. "Systemic Contingent Claims Analysis: Estimating Market-Implied Systemic Risk," IMF Working Papers 2013/054, International Monetary Fund.
    6. Huang, Xin & Zhou, Hao & Zhu, Haibin, 2012. "Assessing the systemic risk of a heterogeneous portfolio of banks during the recent financial crisis," Journal of Financial Stability, Elsevier, vol. 8(3), pages 193-205.
    7. Merton, Robert C., 1977. "An analytic derivation of the cost of deposit insurance and loan guarantees An application of modern option pricing theory," Journal of Banking & Finance, Elsevier, vol. 1(1), pages 3-11, June.
    8. António R. Antunes & Nuno Silva, 2010. "An Application of Contingent Claim Analysis to the Portuguese Banking System," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
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    Cited by:

    1. Wilmar Alexander Cabrera Rodríguez & Luis Fernando Melo Velandia & Daniel Parra Amado, 2014. "Relación entre el riesgo sistémico del sistema financiero y el sector real: un enfoque FAVAR," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 32(75), pages 1-22, December.
    2. Carlos León, 2012. "Implied probabilities of default from Colombian money market spreads: The Merton Model under equity market informational constraints," Borradores de Economia 743, Banco de la Republica de Colombia.
    3. Carmelo Salleo & Alberto Grassi & Constantinos Kyriakopoulos, 2020. "A Comprehensive Approach for Calculating Banking Sector Risks," IJFS, MDPI, vol. 8(4), pages 1-21, November.
    4. Wilmar Cabrera & Adriana María Corredor-Waldron & Carlos Quicazán, 2012. "Requerimientos Macroprudenciales de capital y riesgo sistémico: Una aplicación para Colombia," Temas de Estabilidad Financiera 074, Banco de la Republica de Colombia.

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    More about this item

    Keywords

    Contingent Claims; Systemic Risk; Macroprudential Supervision; Black-Scholes-Merton; Copula.;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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