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A Comparison of Seasonal Adjustment Methods When Forecasting Intraday Volatility

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  • Martin Martens
  • Yuan-Chen Chang
  • Stephen J. Taylor

Abstract

In this article we compare volatility forecasts over a thirty-minute horizon for the spot exchange rates of the Deutsche mark and the Japanese yen against the U.S. dollar. Explicitly modeling the intraday seasonal pattern improves the out-of-sample forecasting performance. We find that a seasonal estimated from the log of squared returns improves with the use of simple squared returns, and that the flexible Fourier form (FFF) is an efficient way of determining the seasonal. The two-step approach that first estimates the seasonal using the FFF and then the parameters of the generalized autoregressive conditional heteroskedasticity (GARCH) model for the deseasonalized returns performs only marginally worse than the computationally expensive periodic GARCH model that includes the FFF. Southern Finance Association and the Southwestern Finance Association.

Suggested Citation

  • Martin Martens & Yuan-Chen Chang & Stephen J. Taylor, 2002. "A Comparison of Seasonal Adjustment Methods When Forecasting Intraday Volatility," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 25(2), pages 283-299.
  • Handle: RePEc:bla:jfnres:v:25:y:2002:i:2:p:283-299
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    1. Galai, Dan & Masulis, Ronald W., 1976. "The option pricing model and the risk factor of stock," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 53-81.
    2. Lehn, Kenneth & Netter, Jeffry & Poulsen, Annette, 1990. "Consolidating corporate control*1: Dual-class recapitalizations versus leveraged buyouts," Journal of Financial Economics, Elsevier, vol. 27(2), pages 557-580, October.
    3. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    4. Jay R. Allen, 1996. "LBOs-THE EVOLUTION OF FINANCIAL STRUCTURES AND STRATEGIES," Journal of Applied Corporate Finance, Morgan Stanley, vol. 8(4), pages 18-29.
    5. Friend, Irwin & Lang, Larry H P, 1988. " An Empirical Test of the Impact of Managerial Self-interest on Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 43(2), pages 271-281, June.
    6. Lang, Larry H. P. & Stulz, ReneM. & Walkling, Ralph A., 1991. "A test of the free cash flow hypothesis*1: The case of bidder returns," Journal of Financial Economics, Elsevier, vol. 29(2), pages 315-335, October.
    7. Kenneth Lehn & Annette Poulsen, 1989. "Free Cash Flow and Stockholder Gains in Going Private Transactions," Journal of Finance, American Finance Association, vol. 44(3), pages 771-787, July.
    8. Lichtenberg, Frank R. & Siegel, Donald, 1990. "The effects of leveraged buyouts on productivity and related aspects of firm behavior," Journal of Financial Economics, Elsevier, vol. 27(1), pages 165-194, September.
    9. Lang, Larry & Poulsen, Annette & Stulz, Rene, 1995. "Asset sales, firm performance, and the agency costs of managerial discretion," Journal of Financial Economics, Elsevier, vol. 37(1), pages 3-37, January.
    10. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    11. Palepu, Krishna G., 1990. "Consequences of leveraged buyouts," Journal of Financial Economics, Elsevier, vol. 27(1), pages 247-262, September.
    12. Smith, Abbie J., 1990. "Corporate ownership structure and performance *1: The case of management buyouts," Journal of Financial Economics, Elsevier, vol. 27(1), pages 143-164, September.
    13. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    14. Kaplan, Steven, 1989. "The effects of management buyouts on operating performance and value," Journal of Financial Economics, Elsevier, vol. 24(2), pages 217-254.
    15. Hite, Gailen L & Vetsuypens, Michael R, 1989. " Management Buyouts of Divisions and Shareholder Wealth," Journal of Finance, American Finance Association, vol. 44(4), pages 953-970, September.
    16. Lehn, Kenneth & Poulsen, Annette, 1989. " Free Cash Flow and Stockholder Gains in Going Private Transactions," Journal of Finance, American Finance Association, vol. 44(3), pages 771-787, July.
    17. Jensen, Michael C, 1988. "Takeovers: Their Causes and Consequences," Journal of Economic Perspectives, American Economic Association, vol. 2(1), pages 21-48, Winter.
    18. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
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