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Basel IV A gloomy future for Expected Shortfall risk models. Evidence from the Mexican Stock Market

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  • Adrián F. Rossignolo

    (University of Leicester, U. K.)

Abstract

A fin de determinar la suficiencia de los Capitales Mínimos Regulatorios (MCR) de Basilea IV durante crisis financieras en el mercado mexicano, se propone una simulación estructural que abarca los enfoques Estandarizado (SA) y de Modelos Internos (IMA) basada en diversas técnicas. La investigación encuentra un incremento excesivo en MCR aún en situaciones de desplomes, enfatizando que SA establece mínimos elevados, mientras que solamente los modelos ultra-leptokúrticos superan las exigentes pruebas de validación. Se recomienda adaptar los parámetros de SA a diversos escenarios, de este modo evitando innecesaria sobreconstitución de capital y, posteriormente, revisar la evaluación de IMA y su interacción con SA. Aunque los resultados detectan la necesidad de ajustes en la normativa, pruebas adicionales en más mercados podrían reforzar las derivaciones, aún considerando que el artículo se encuentra entre los pioneros al momento de analizar el comportamiento y la relación SA-IMA en los mercados emergentes latinoamericanos. Basilea IV entrega altos MCR, incluso en movimientos anormales, colocando a IMA en desventaja y desalentando su desarrollo. La adopción de coeficientes de calibración flexibles alinearía ambos enfoques, allanando su aplicación.

Suggested Citation

  • Adrián F. Rossignolo, 2019. "Basel IV A gloomy future for Expected Shortfall risk models. Evidence from the Mexican Stock Market," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 14(PNEA), pages 559-582, Agosto 20.
  • Handle: RePEc:imx:journl:v:14:y:2019:i:pnea:p:559-582
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    File URL: http://www.remef.org.mx/index.php/remef/article/view/423
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    References listed on IDEAS

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    1. Asli Demirguc-Kunt & Enrica Detragiache & Ouarda Merrouche, 2013. "Bank Capital: Lessons from the Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(6), pages 1147-1164, September.
    2. Jeremy Berkowitz & James O'Brien, 2002. "How Accurate Are Value‐at‐Risk Models at Commercial Banks?," Journal of Finance, American Finance Association, vol. 57(3), pages 1093-1111, June.
    3. Rafael Repullo & Javier Suarez, 2013. "The Procyclical Effects of Bank Capital Regulation," The Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 452-490.
    4. Tobias Adrian & Hyun Song Shin, 2014. "Procyclical Leverage and Value-at-Risk," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 373-403.
    5. Yamai, Yasuhiro & Yoshiba, Toshinao, 2005. "Value-at-risk versus expected shortfall: A practical perspective," Journal of Banking & Finance, Elsevier, vol. 29(4), pages 997-1015, April.
    6. Danielsson, Jon & Zigrand, Jean-Pierre, 2006. "On time-scaling of risk and the square-root-of-time rule," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2701-2713, October.
    7. Rossignolo, Adrián F. & Fethi, Meryem Duygun & Shaban, Mohamed, 2013. "Market crises and Basel capital requirements: Could Basel III have been different? Evidence from Portugal, Ireland, Greece and Spain (PIGS)," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1323-1339.
    8. Rossignolo, Adrian F. & Fethi, Meryem Duygun & Shaban, Mohamed, 2012. "Value-at-Risk models and Basel capital charges," Journal of Financial Stability, Elsevier, vol. 8(4), pages 303-319.
    9. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    10. Casper G. de Vries & Gennady Samorodnitsky & Bjørn N. Jorgensen & Sarma Mandira & Jon Danielsson, 2005. "Subadditivity Re–Examined: the Case for Value-at-Risk," FMG Discussion Papers dp549, Financial Markets Group.
    11. Acerbi, Carlo & Tasche, Dirk, 2002. "On the coherence of expected shortfall," Journal of Banking & Finance, Elsevier, vol. 26(7), pages 1487-1503, July.
    12. Christoffersen, Peter, 2011. "Elements of Financial Risk Management," Elsevier Monographs, Elsevier, edition 2, number 9780123744487.
    13. Kerkhof, Jeroen & Melenberg, Bertrand, 2004. "Backtesting for risk-based regulatory capital," Journal of Banking & Finance, Elsevier, vol. 28(8), pages 1845-1865, August.
    14. Martin Hellwig, 1995. "Systemic Aspects of Risk Management in Banking and Finance," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 131(IV), pages 723-737, December.
    15. Philippe Artzner & Freddy Delbaen & Jean‐Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228, July.
    16. Allen Berger & Robert DeYoung & Mark Flannery & David Lee & Özde Öztekin, 2008. "How Do Large Banking Organizations Manage Their Capital Ratios?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 34(2), pages 123-149, December.
    17. Martin Hellwig, 1996. "Capital Adequacy Rules as Instruments for the Regulation of Banks," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 132(IV), pages 609-612, December.
    18. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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    Cited by:

    1. Bárbara Ruth Trejo Becerril & Alberto Gallegos David, 2021. "Estimación del Riesgo de Mercado utilizando el VaR y la Beta del CAPM," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 16(2), pages 1-26, Abril - J.
    2. Bárbara Ruth Trejo Becerril & Alberto Gallegos David, 2021. "Estimación del Riesgo de Mercado utilizando el VaR y la Beta del CAPM," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 16(2), pages 1-26, Abril - J.

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    More about this item

    Keywords

    Basilea IV; Requerimentos de Capital; Enfoque estandarizado; Enfoque de modelo interno;
    All these keywords.

    JEL classification:

    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

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