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Information Spillover, Volatility and the Currency Markets

Year 2009, Volume: 1 Issue: 1, 50 - 62, 01.04.2009

Abstract

We use an impulse response methodology to analyse the effects of U.S. macroeconomic news announcements on the volatilities of three major exchange rates (Euro, Pound Sterling and Yen). Our data consist of 5 minute returns on exchange rates as well as the times of news announcements. In the definition of impulse responses, we allow for different types of news, and consider two categories in the application: those considered positive or negative for the U.S. economy. Using a multivariate GARCH model with exogenous news effects, we find that the initial impact of positive news on the volatility of the Pound is higher than that of the Euro, whereas the persistence of shocks is highest for the Yen. For negative news, we find that an important part of the impact on the Yen and Pound is induced by volatility spillover from the Euro.

References

  • Andersen, T. and T. Bollerslev (1998). Deutsche mark-dollar volatility: intraday volatility patterns, macroeconomic announcements and longer run dependencies. The Journal of Finance, 1, 219–265.
  • Bauwens, L., W. Ben Omrane and P. Giot (2005). News Announcements, Market Activity and Volatility in the Euro/Dollar Foreign Exchange Market. Journal of International Money and Finance, 24, 1108–1125.
  • Beine, M. (2004). Conditional covariances and direct central bank interventions in the foreign exchange markets. Journal of Banking & Finance, 28, 1385–1411.
  • Bollerslev, T. (1990). Modeling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model. Review of Economics and Statistics, 72, 498– 505.
  • Cai, J., Y. Cheung, R. Lee, and M. Melvin (2001). Once in a generation yen volatility in 1998: fundamentals, intervention and order flow. Journal of International Money and Finance, 20, 327–347.
  • Cheung, Y.W. and M. Chinn (2001). Currency traders and exchange rate dynamics: a survey of the US market. Journal of International Money and Finance, 20, 439–471.
  • Danielsson, J., and R. Payne (2002). Real trading patterns and prices in the spot foreign exchange markets. Journal of International Money and Finance, 21, 203–222.
  • Degennaro, R., and R. Shrieves (1997). Public information releases, private information arrival and volatility in the foreign exchange market. Journal of Empirical Finance, 4, 295–315.
  • Friedland, S. (2004). Convergence of products of matrices in projective spaces. University of Illinois at Chicago.
  • Gallant, A., P. Rossi and G. Tauchen (1993). Nonlinear Dynamic Structures. Econometrica, 61, 871–907.
  • Hafner, C. and H. Herwartz (2006). Volatility Impulse Response Functions for Multivariate GARCH Models. Journal of International Money and Finance, 25, 719–740.
  • Hafner, C. and H. Herwartz (2008). Analytical Quasi Maximum Likelihood Inference in Multivariate Volatility Models. Metrika, 67, 219–239.
  • Jeantheau, T. (1998). Strong Consistency of Estimators for Multivariate ARCH Models. Econometric Theory, 14, 70–86.
  • Koop, G., M. Pesaran and S. Potter (1996). Impulse response analysis in nonlinear multivariate models. Journal of Econometrics, 74, 119–147.
  • Lin, W.L. (1997). Impulse Response Function for Conditional Volatility in GARCH Models. Journal of Business & Economic Statistics, 15, 15–25.
  • Ling, S. and M. McAleer (2003). Asymptotic Theory for a Vector ARMA-GARCH Model. Econometric Theory, 19, 280–310.
  • Sims, C. (1980). Macroeconomics and Reality. Econometrica, 48, 1–48.
Year 2009, Volume: 1 Issue: 1, 50 - 62, 01.04.2009

Abstract

References

  • Andersen, T. and T. Bollerslev (1998). Deutsche mark-dollar volatility: intraday volatility patterns, macroeconomic announcements and longer run dependencies. The Journal of Finance, 1, 219–265.
  • Bauwens, L., W. Ben Omrane and P. Giot (2005). News Announcements, Market Activity and Volatility in the Euro/Dollar Foreign Exchange Market. Journal of International Money and Finance, 24, 1108–1125.
  • Beine, M. (2004). Conditional covariances and direct central bank interventions in the foreign exchange markets. Journal of Banking & Finance, 28, 1385–1411.
  • Bollerslev, T. (1990). Modeling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model. Review of Economics and Statistics, 72, 498– 505.
  • Cai, J., Y. Cheung, R. Lee, and M. Melvin (2001). Once in a generation yen volatility in 1998: fundamentals, intervention and order flow. Journal of International Money and Finance, 20, 327–347.
  • Cheung, Y.W. and M. Chinn (2001). Currency traders and exchange rate dynamics: a survey of the US market. Journal of International Money and Finance, 20, 439–471.
  • Danielsson, J., and R. Payne (2002). Real trading patterns and prices in the spot foreign exchange markets. Journal of International Money and Finance, 21, 203–222.
  • Degennaro, R., and R. Shrieves (1997). Public information releases, private information arrival and volatility in the foreign exchange market. Journal of Empirical Finance, 4, 295–315.
  • Friedland, S. (2004). Convergence of products of matrices in projective spaces. University of Illinois at Chicago.
  • Gallant, A., P. Rossi and G. Tauchen (1993). Nonlinear Dynamic Structures. Econometrica, 61, 871–907.
  • Hafner, C. and H. Herwartz (2006). Volatility Impulse Response Functions for Multivariate GARCH Models. Journal of International Money and Finance, 25, 719–740.
  • Hafner, C. and H. Herwartz (2008). Analytical Quasi Maximum Likelihood Inference in Multivariate Volatility Models. Metrika, 67, 219–239.
  • Jeantheau, T. (1998). Strong Consistency of Estimators for Multivariate ARCH Models. Econometric Theory, 14, 70–86.
  • Koop, G., M. Pesaran and S. Potter (1996). Impulse response analysis in nonlinear multivariate models. Journal of Econometrics, 74, 119–147.
  • Lin, W.L. (1997). Impulse Response Function for Conditional Volatility in GARCH Models. Journal of Business & Economic Statistics, 15, 15–25.
  • Ling, S. and M. McAleer (2003). Asymptotic Theory for a Vector ARMA-GARCH Model. Econometric Theory, 19, 280–310.
  • Sims, C. (1980). Macroeconomics and Reality. Econometrica, 48, 1–48.
There are 17 citations in total.

Details

Subjects Business Administration
Other ID JA75AR72TV
Journal Section Articles
Authors

Walid Ben Omrane This is me

Christian M. Hafner This is me

Publication Date April 1, 2009
Submission Date April 1, 2009
Published in Issue Year 2009 Volume: 1 Issue: 1

Cite

APA Omrane, W. B., & Hafner, C. M. (2009). Information Spillover, Volatility and the Currency Markets. International Econometric Review, 1(1), 50-62.
AMA Omrane WB, Hafner CM. Information Spillover, Volatility and the Currency Markets. IER. June 2009;1(1):50-62.
Chicago Omrane, Walid Ben, and Christian M. Hafner. “Information Spillover, Volatility and the Currency Markets”. International Econometric Review 1, no. 1 (June 2009): 50-62.
EndNote Omrane WB, Hafner CM (June 1, 2009) Information Spillover, Volatility and the Currency Markets. International Econometric Review 1 1 50–62.
IEEE W. B. Omrane and C. M. Hafner, “Information Spillover, Volatility and the Currency Markets”, IER, vol. 1, no. 1, pp. 50–62, 2009.
ISNAD Omrane, Walid Ben - Hafner, Christian M. “Information Spillover, Volatility and the Currency Markets”. International Econometric Review 1/1 (June 2009), 50-62.
JAMA Omrane WB, Hafner CM. Information Spillover, Volatility and the Currency Markets. IER. 2009;1:50–62.
MLA Omrane, Walid Ben and Christian M. Hafner. “Information Spillover, Volatility and the Currency Markets”. International Econometric Review, vol. 1, no. 1, 2009, pp. 50-62.
Vancouver Omrane WB, Hafner CM. Information Spillover, Volatility and the Currency Markets. IER. 2009;1(1):50-62.