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¿Bancos con Problemas? Un Sistema de Alerta Temprana para la Prevención de Crisis Bancarias

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  • Fernández Sainz, Ana Isabel
  • Llaugel, Felipe

Abstract

[ES] Las autoridades reguladoras y supervisoras de los sistemas financieros han probado diversos métodos para intentar encontrar un procedimiento eficaz en la elaboración de un sistema de alerta temprana de las crisis bancarias. Los Modelos de Regresión Logística han sido usados aunque han mostrado algunas debilidades, por lo que se necesitan nuevos y mejores métodos. La crisis bancaria ocurrida en la República Dominicana entre los años 2002 y 2004 se ha usado para comparar la eficacia de la Regresión Logística frente al uso del método Support Vector Machines (SVM) para la detección de crisis bancarias.

Suggested Citation

  • Fernández Sainz, Ana Isabel & Llaugel, Felipe, 2011. "¿Bancos con Problemas? Un Sistema de Alerta Temprana para la Prevención de Crisis Bancarias," Cuadernos de Gestión, Universidad del País Vasco - Instituto de Economía Aplicada a la Empresa (IEAE).
    • Handle: RePEc:ehu:cuader:7868
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    References listed on IDEAS

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    1. Kaminsky, Graciela L & Reinhart, Carmen M, 1998. "Financial Crises in Asia and Latin America: Then and Now," American Economic Review, American Economic Association, vol. 88(2), pages 444-448, May.
    2. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    3. Jones, David S. & King, Kathleen Kuester, 1995. "The implementation of prompt corrective action: An assessment," Journal of Banking & Finance, Elsevier, vol. 19(3-4), pages 491-510, June.
    4. Liliana Rojas-Suarez, 2001. "Rating Banks in Emerging Markets: What Credit Rating Agencies Should Learn from Financial Indicators," Working Paper Series WP01-6, Peterson Institute for International Economics.
    5. Schnatz, Bernd, 1998. "Macroeconomic determinants of currency turbulences in emerging markets," Discussion Paper Series 1: Economic Studies 1998,03e, Deutsche Bundesbank.
    6. Valentin Todorov, 2007. "Robust selection of variables in linear discriminant analysis," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 15(3), pages 395-407, February.
    7. Jim Wong & Eric Wong & Phyllis Leung, 2007. "A Leading Indicator Model of Banking Distress ¡V Developing an Early Warning System for Hong Kong and Other EMEAP Economies," Working Papers 0722, Hong Kong Monetary Authority.
    8. Martin, Daniel, 1977. "Early warning of bank failure : A logit regression approach," Journal of Banking & Finance, Elsevier, vol. 1(3), pages 249-276, November.
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