Value-at-Risk Analysis for the Tunisian Currency Market: A Comparative Study
The main purpose of this paper is to compare empirically four Value-at-Risk simulation methods, namely, the Variance-Covariance, the Historical Simulation, the Bootstrapping and the Monte Carlo. We tried to estimate the VaR associated to three currencies and four currency portfolios in the Tunisian exchange market. Data covers the period between 01-01-1999 and 31-12-2007. Independently of the used technique, the Japanese Yen seems to be the most risky currency. Moreover, the portfolio diversification reduces the exchange rate risk. Lastly, the number of violations, when they exist, does not generally differ between the simulation methods. Recent evaluation tests were applied to select the most appropriate technique predicting precisely the exchange rate risk. Results based on these tests suggest that the traditional Variance-Covariance is the most appropriate method.
Volume (Year): 2 (2012)
Issue (Month): 2 ()
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- Margaret Woods & Kevin Dowd & Christopher Humphrey, 2008. "The value of risk reporting: a critical analysis of value-at-risk disclosures in the banking sector," International Journal of Financial Services Management, Inderscience Enterprises Ltd, vol. 3(1), pages 45-64.
- Robert Engle & Simone Manganelli, 2000.
"CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles,"
Econometric Society World Congress 2000 Contributed Papers
0841, Econometric Society.
- Robert F. Engle & Simone Manganelli, 2004. "CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 367-381, October.
- Engle, Robert F & Manganelli, Simone, 1999. "CAViaR: Conditional Autoregressive Value at Risk by Regression Quantiles," University of California at San Diego, Economics Working Paper Series qt06m3d6nv, Department of Economics, UC San Diego.
- Lima, Luiz Renato Regis de Oliveira & Neri, Breno de Andrade Pinheiro, 2006.
"Comparing Value-at-Risk Methodologies,"
Economics Working Papers (Ensaios Economicos da EPGE)
629, FGV/EPGE Escola Brasileira de Economia e Finanças, Getulio Vargas Foundation (Brazil).
- William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, 09.
- Bredin, Don & Hyde, Stuart, 2002.
"Forex Risk: Measurement and Evaluation using Value-at-Risk,"
Research Technical Papers
6/RT/02, Central Bank of Ireland.
- Don Bredin & Stuart Hyde, 2004. "FOREX Risk: Measurement and Evaluation Using Value-at-Risk," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 31(9-10), pages 1389-1417.
- Jose A. Lopez, 1996.
"Regulatory Evaluation of Value-at-Risk Models,"
Center for Financial Institutions Working Papers
96-51, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, 03.
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