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Volatility Spillovers Between Foreign Exchange, Commodity And Freight Futures Prices: Implications For Hedging Strategies

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Author Info
Haigh, Michael S.
Holt, Matthew T.

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Abstract

In many studies the assumption is made that traders only encounter one type of price risk. In reality, however, traders are exposed to multiple price risks, and often have several relevant derivative instruments available with which to hedge price uncertainty. In this study, commodity, foreign exchange, and freight futures contracts are analyzed for their effectiveness in reducing price uncertainty for international grain traders. A theoretical model is developed for a representative European importer to depict a realistic trading problem encountered by an international grain trading corporation exposed to more than one type of price risk. The traditional method of estimating hedge ratios by Ordinary Least Squares (OLS) is compared to the Seemingly Unrelated Regression (SUR) and the multivariate GARCH (MGARCH) methodology, which takes into account time-varying variances and covariances between the cash and futures markets. Explicit modeling of the time-variation in futures hedge ratios via the MGARCH methodology, using all derivatives and taking into account dependencies between markets results in a significant reduction in price risk for grain traders. The results also confirm that the unique, but underutilized, freight futures market is a potentially useful mechanism for reducing price uncertainty for international grain traders. The research undertaken in this study provides valuable information about reducing price uncertainty for international grain traders and gives a better understanding of the linkages between closely related markets.

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Publisher Info
Paper provided by American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association) in its series 1999 Annual meeting, August 8-11, Nashville, TN with number 21625.

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Date of creation: 1999
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Handle: RePEc:ags:aaea99:21625

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Related research
Keywords: hedging; multivariate GARCH; foreign exchange; freight and commodity futures; Financial Economics; International Relations/Trade;

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References listed on IDEAS
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  1. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-72, June. [Downloadable!] (restricted)
  2. Gagnon, Louis & Lypny, Gregory J. & McCurdy, Thomas H., 1998. "Hedging foreign currency portfolios," Journal of Empirical Finance, Elsevier, vol. 5(3), pages 197-220, September. [Downloadable!] (restricted)
  3. Lence, Sergio, 2002. "The Economic Value of Minimum-Variance Hedges," Staff General Research Papers 5053, Iowa State University, Department of Economics.
  4. Kawai, Masahiro & Zilcha, Itzhak, 1986. "International trade with forward-futures markets under exchange rate and price uncertainty," Journal of International Economics, Elsevier, vol. 20(1-2), pages 83-98, February. [Downloadable!] (restricted)
  5. Kroner, Kenneth F. & Claessens, Stijn, 1991. "Optimal dynamic hedging portfolios and the currency composition of external debt," Journal of International Money and Finance, Elsevier, vol. 10(1), pages 131-148, March. [Downloadable!] (restricted)
  6. Lence, Sergio H., 1996. "Relaxing The Assumptions Of Minimum-Variance Hedging," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 21(01), July. [Downloadable!]
  7. Rausser, Gordon C & Carter, Colin, 1983. "Futures Market Efficiency in the Soybean Complex," The Review of Economics and Statistics, MIT Press, vol. 65(3), pages 469-78, August. [Downloadable!] (restricted)
  8. Lapan, Harvey E. & Moschini, Giancarlo, 2002. "Futures Hedging Under Price, Basis and Production Risk," Staff General Research Papers 10041, Iowa State University, Department of Economics.
  9. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254. [Downloadable!] (restricted)
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