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Value at Risk: Teoría y Aplicaciones

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Author Info
Christian A. Johnson

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Abstract

This article describes the Value at Risk concept, popularized during the last ten or fifteen years, presenting applications on stocks, bonds, interest and exchange rate forward contracts, and swaps. We applied asymmetric GARCH methodologies over Chilean stock indexes to enhance our risk evaluation performance. Liquidity adjusted Value at Risk methodologies for individual and multiple asset portfolios are discussed. To conclude, we applied this methodology to evaluate the performance in three Chilean financial institutions.

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Paper provided by Central Bank of Chile in its series Working Papers Central Bank of Chile with number 136.

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Date of creation: Jan 2002
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Handle: RePEc:chb:bcchwp:136

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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. Anil Bangia & Francis X. Diebold & Til Schuermann & John D. Stroughair, 1998. "Modeling Liquidity Risk With Implications for Traditional Market Risk Measurement and Management," New York University, Leonard N. Stern School Finance Department Working Paper Seires 99-062, New York University, Leonard N. Stern School of Business-. [Downloadable!]
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  2. Ajay Subramanian & Robert A. Jarrow, 2001. "The Liquidity Discount," Mathematical Finance, Blackwell Publishing, vol. 11(4), pages 447-474. [Downloadable!] (restricted)
  3. Christian Andrew Johnson, 2000. "Métodos de Evaluación del Riesgo para Portafolios de Inversión," Working Papers Central Bank of Chile 67, Central Bank of Chile. [Downloadable!]
  4. Jón Daníelsson & Casper G. de Vries, 1998. "Value-at-Risk and Extreme Returns," Tinbergen Institute Discussion Papers 98-017/2, Tinbergen Institute. [Downloadable!]
  5. Simone Manganelli & Robert F. Engle, 2001. "Value at risk models in finance," Working Paper Series 075, European Central Bank. [Downloadable!]
  6. Grossman, S.J. & Miller, M.H., 1988. "Liquidity And Market Structure," Papers 88, Princeton, Department of Economics - Financial Research Center.
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  7. Hols, Martien C A B & de Vries, Casper G, 1991. "The Limiting Distribution of Extremal Exchange Rate Returns," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(3), pages 287-302, July-Sept. [Downloadable!] (restricted)
  8. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April. [Downloadable!] (restricted)
  9. Hentschel, Ludger, 1995. "All in the family Nesting symmetric and asymmetric GARCH models," Journal of Financial Economics, Elsevier, vol. 39(1), pages 71-104, September. [Downloadable!] (restricted)
  10. Christian A. Johnson, 2000. "Un Modelo de Intervención Cambiaria," Working Papers Central Bank of Chile 90, Central Bank of Chile. [Downloadable!]
  11. Huang, Roger D & Stoll, Hans R, 1997. "The Components of the Bid-Ask Spread: A General Approach," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 10(4), pages 995-1034.
  12. Jeremy Berkowitz & James O'Brien, 2001. "How accurate are Value-at-Risk models at commercial banks?," Finance and Economics Discussion Series 2001-31, Board of Governors of the Federal Reserve System (U.S.). [Downloadable!]
  13. Glosten, Lawrence R. & Milgrom, Paul R., 1985. "Bid, ask and transaction prices in a specialist market with heterogeneously informed traders," Journal of Financial Economics, Elsevier, vol. 14(1), pages 71-100, March. [Downloadable!] (restricted)
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  14. 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. [Downloadable!] (restricted)
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  1. Solange M. Berstein & Rómulo A. Chumacero, 2003. "Quantifying the Costs of Investment Limits for Chilean Pension Funds," Working Papers Central Bank of Chile 248, Central Bank of Chile. [Downloadable!]
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  2. Viviana Fernandez, 2003. "Extreme Value Theory and Value at Risk," Revista de Analisis Economico – Economic Analysis Review, Ilades-Georgetown University, Economics Department, vol. 18(1), pages 57-85, June. [Downloadable!]
    Other versions:
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