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Applying CoVaR to measure systemic market risk: the Colombian case

In: Proceedings of the IFC Conference on "Initiatives to address data gaps revealed by the financial crisis", Basel, 25-26 August 2010

Author

Listed:
  • Mauricio Arias
  • Juan Carlos Mendoza
  • David Perez-Reyna

Abstract

In Colombia, the exposition to market risk has increased significantly since 2009. Nonetheless, the risk codependence among agents has not been analyzed yet from the perspective of this risk. Therefore, this paper presents an approach to estimate such relevance based on CoVaR and quantile regressions. This methodology is flexible enough to allow the estimation of the systemic market risk contribution of banks, pension funds, and between different types of financial institutions. Results suggest that risk codependence among entities increases during distress periods.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Mauricio Arias & Juan Carlos Mendoza & David Perez-Reyna, 2011. "Applying CoVaR to measure systemic market risk: the Colombian case," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Proceedings of the IFC Conference on "Initiatives to address data gaps revealed by the financial crisis", Basel, 25-26 August 2010, volume 34, pages 351-364, Bank for International Settlements.
    • Handle: RePEc:bis:bisifc:34-23
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    References listed on IDEAS

    as
    1. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    2. P. Hartmann & S. Straetmans & C. G. de Vries, 2004. "Asset Market Linkages in Crisis Periods," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 313-326, February.
    3. Jorge A. Chan-Lau & Donald J. Mathieson & James Y. Yao, 2004. "Extreme Contagion in Equity Markets," IMF Staff Papers, Palgrave Macmillan, vol. 51(2), pages 1-8.
    4. Rochet, Jean-Charles & Tirole, Jean, 1996. "Interbank Lending and Systemic Risk," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(4), pages 733-762, November.
    5. Alejandro Reveiz Herault & Carlos Eduardo León Rincón, 2008. "Índice representativo del mercado de deuda pública interna: IDXTES," Borradores de Economia 4522, Banco de la Republica.
    6. Céline Gauthier & Alfred Lehar & Moez Souissi, 2010. "Macroprudential Regulation and Systemic Capital Requirements," Staff Working Papers 10-4, Bank of Canada.
    7. Oscar Martínez A. & Jorge Mario Uribe Gil, 2008. "Una aproximación dinámica a la medición del riesgo de mercado para los bancos comerciales en Colombia," Temas de Estabilidad Financiera 031, Banco de la Republica de Colombia.
    8. Furfine, Craig H, 2003. "Interbank Exposures: Quantifying the Risk of Contagion," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(1), pages 111-128, February.
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    Cited by:

    1. Zevallos, Mauricio & Villarreal, Fernanda & Del Carpio, Carlos & Abbara, Omar, 2014. "Influencia de los precios de los metales y el mercado internacional en el riesgo bursátil peruano," Working Papers 2014-023, Banco Central de Reserva del Perú.
    2. Mariana Laverde & Javier Gutiérrez Rueda, 2012. "¿Cómo caracterizar entidades sistémicas?: Medidas de impacto sistémico para el sistema financiero colombiano," Temas de Estabilidad Financiera 065, Banco de la Republica de Colombia.
    3. Natasha Agarwal et al, 2013. "A Systematic approach to identify systemically important firms," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2013-021, Indira Gandhi Institute of Development Research, Mumbai, India.
    4. Orlando Rivera-Escobar & John Willmer Escobar & Diego Fernando Manotas, 2022. "Measurement of Systemic Risk in the Colombian Banking Sector," Risks, MDPI, vol. 10(1), pages 1-27, January.
    5. Liu, Xiaochun, 2013. "Systemic Risk of Commercial Banks: A Markov-Switching Quantile Autoregression Approach," MPRA Paper 55801, University Library of Munich, Germany.
    6. Jacob Kleinow & Andreas Horsch & Mario Garcia-Molina, 2017. "Factors driving systemic risk of banks in Latin America," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 41(2), pages 211-234, April.
    7. Mauricio Zevallos & Fernanda Villarreal & Carlos Del Carpio & Omar Abbara, 2017. "Metal Prices and International Market Risk in the Peruvian Stock Market," Revista Economía, Fondo Editorial - Pontificia Universidad Católica del Perú, vol. 40(79), pages 87-104.

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    More about this item

    JEL classification:

    • C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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