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Volatility of exchange rate futures and high-low price spreads

  • An-Sing Chen
Article
  • 90 Downloads

Abstract

This study explores the time-series behavior and the predictability of daily percentage changes in the Japanese Yen futures contracts. The relationship between currency futures volatility and high-low price spreads in the Japanese Yen futures contracts is examined. In addition, this study explores the issue of first- and second-order dependencies in the Japanese Yen futures contract prices changes, address the issue of asymmetric volatility, and examine the extent to which the information contained in the high-low price spreads can be used to predict future Japanese Yen currency futures contract price changes. The analysis is carried out using the EGARCH model. The volatility of the Japanese Yen currency futures price changes is adequately modeled by an EGARCH process and is predictable using information contained in the high-low price spread variables constructed in this study. This study also finds a positive and significant relationship between the spread variable and the conditional mean of price changes, suggesting that current information contained in the spread variable can be used to predict future Japanese Yen currency futures contract price changes. The hypothesis that volatility is an asymmetric function of past innovations is confirmed.

Keywords

Exchange Rate Conditional Variance GARCH Model Future Contract Exchange Rate Volatility 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

References

  1. Akgiray, Vedat, and G. Geoffrey Booth, 1990, Modeling the stochastic behavior of canadian foreign exchange rates,Journal of Multinational Financial Management 1, 43–71.Google Scholar
  2. Baillie, R. T., and Tim Bollerslev, 1990, Intra-day and intra-market volatility in foreign exchange rates,Review of Economic Studies, 58, 565–85.Google Scholar
  3. Baillie, R. T., and T. Bollerslev, 1989, The message in daily exchange rates: a conditional variance tale,Journal of Business and Economic Statistics 7, 297–305.CrossRefGoogle Scholar
  4. Black, F., 1976, Studies of stock market volatility changes,1976 Proceedings of the American Statistical Association, Business and Economic Statistics Section, 177–181.Google Scholar
  5. Bollerslev, T., 1986, Generalized autoregressive conditional heteroscedasticity,Journal of Econometrics 3, 307–327.CrossRefGoogle Scholar
  6. —. 1987, A conditionally heterocedastic time series model for speculative prices and rates of return.Review of Economics and Statistics 69, 542–547.CrossRefGoogle Scholar
  7. Box, G. E., and J. M. Jenkins, 1976,Time series analysis: forecasting and control, Holden-Day: San Francisco, CA.Google Scholar
  8. Diebold, X. F., 1988,Empirical modeling of exchange rate dynamics, Verlag, New York.Google Scholar
  9. Diebold, X. F., and M. Nerlove, 1989, The dynamics of exchange rate volatility: a multivariate latent factor arch model,Journal of Applied Econometrics 4, 1–21.CrossRefGoogle Scholar
  10. Domowitz, I., and Hakkio, C., 1985, Conditional variance and risk premium in foreign exchange market,Journal of International Economics 19, 47–66.CrossRefGoogle Scholar
  11. Engle, R. F., 1982, Autoregressive conditional heteroscedasticity with estimates of the variance of U. K. inflation,Econometrica 50, 987–1008.CrossRefGoogle Scholar
  12. Engle, R. F. and NG V. K., 1993, Measuring and testing the impact of news on volatilities,Journal of Finance 18, 5, 1749–1778.CrossRefGoogle Scholar
  13. French, K. G., W. Schwert, and R. Stambaugh, 1987, Expected stock returns and volatility,Journal of Financial Economics 19, 3–29.CrossRefGoogle Scholar
  14. Garman, M. B. and M. J. Klass, 1980, On estimation of security price volatilities from historical data,Journal of Business 53, 67–78.CrossRefGoogle Scholar
  15. Hsieh, D. A., 1988, The statistical property of daily foreign exchange rates: 1974–1983,Journal of International Economics 24, 129–145.CrossRefGoogle Scholar
  16. Hsieh, D. A., 1989a, Testing of nonlinear dependence in daily foreign exchange rates,Journal of Business 62, 339–368.CrossRefGoogle Scholar
  17. Hsieh, D. A., 1989b, Modeling heteroscedasticity in daily foreign-exchange rates,Journal of Business and Economic Statistics 7, 307–317.CrossRefGoogle Scholar
  18. Kenen, P. and D. Rodrick, 1986, Measuring and analyzing the effects of short-term volatility in real exchange rates,The Review of Economics and Statistics 68, 311–315.CrossRefGoogle Scholar
  19. Koutmos, G., and P. Theodossiou, 1994, Time-series properties and predictability of Greek exchange rates,Managerial and Decision Economics 15, 159–167.CrossRefGoogle Scholar
  20. Lin, J-C. and Roseff, M. S. 1994, Variance, return, and high-low price spreads,The Journal of Financial Research 17, 3, 301–319.Google Scholar
  21. Najand, M., and B. Seifert, 1992, Volatility of exchange rates, interest rates, and stock returns,Journal of Multinational and Financial Management 2, 1–19.Google Scholar
  22. Nelson, D. B. 1991, Conditional heteroskedasticity in asset returns: a new approach,Econometrica 59, 2, 347–370.CrossRefGoogle Scholar
  23. Nelson, D. B. 1990, Stationarity and Persistence in the GARCH (1,1) Models,Econometric Theory 6, 318–334.CrossRefGoogle Scholar
  24. McCurday, T. and I. G. Morgan, 1987, Tests of the martingale hypothesis of foreign currency futures with time-varying volatility,International Journal of Forecasting 3, 131–148.CrossRefGoogle Scholar
  25. Meese, R. A., and K. Rogoff, 1983, Empirical exchange rate models of the seventies: do they fit out of the sample?Journal of International Economics 14, 3–24.CrossRefGoogle Scholar
  26. Milhoj, A., 1987, A conditional variance model for daily deviations of an exchange rate,Journal of Business and Economics Statistics 5, 99–103.CrossRefGoogle Scholar
  27. Parkinson, M., 1980, The extreme value method for estimating the variance of the rate of return,Journal of Business 53, 61–65.CrossRefGoogle Scholar
  28. Schwent, G. W., 1990, Stock volatility and the crash of ’87,Review of Financial Studies 3, 77–102.CrossRefGoogle Scholar
  29. Theodossiou, P., 1994, The stochastic properties of major canadian exchange rates,The Financial Review 29, 2, 193–121.CrossRefGoogle Scholar

Copyright information

© Springer 1997

Authors and Affiliations

  • An-Sing Chen
    • 1
  1. 1.Department of FinanceNational Chung Cheng UniversityChia-YiTaiwan

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