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The Distributional Behavior of Futures Price Spreads

  • Min-Kyoung Kim (a1) and Raymond M. Leuthold (a1)


The distributional behavior of futures price spreads is examined for four commodities: corn, live cattle, gold and T-bonds. Remarkably different results are found over commodities, time period, and sample size. Actual spread changes for the smaller sample size of gold and T-bonds and for corn produce more normal distributions for weekly than for daily differencing intervals, while all live cattle spreads for actual changes are normally distributed. However, the larger sample size of both gold and T-bonds and the relative spread changes for corn and live cattle do not become more normally distributed under temporal aggregation of the data.



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Bera, A. and Jarque, C. M.. “A Test for Normality of Observations and Regression Residuals.” International Statistical Review 55(1987):163172.
Billingsley, R.S. and Chance, D. M.. “The Pricing and Performance of Stock Index Futures Spreads.” Journal of Futures Markets 8(1988):303318.
Blattberg, R.C. and Gonedes, N.. “A Comparison of the Stable Paretian Distribution and Student Distribution as Statistical Model for Prices.” Journal of Business 47(1984):244280.
Bowman, K.O. and Shenton, L. R.. “Omnibus Test Contours for Departures from Normality Based on b1 and b2.” Biometrika 62(1975):243250.
Castelino, M.G. and Vora, A.. “Spread Volatility in Commodity Futures: The Length Effect.” Journal of Futures Markets 4(1984):3946.
Cornew, R.W., Town, D. E., and Crowson, L. D.. “Stable Distributions, Futures Price, and the Measurement of Trading Performance.” Journal of Futures Markets 4(1984):531557.
D'Agostino, R.B., Belanger, A., and D'Agostino, R.B. Jr.A Suggestion for Using Powerful and Informative Tests of Normality.” American Statistician 44(1990):316321.
D'Agostino, R.B. and Pearson, E. S.. “Tests for Departure from Normality. Empirical Results for the Distributions of b2 and b1. Biometrika 60(1973):613622.
Davidson, R. and Mackinnon, J. G.. Estimation and Inference in Econometrics. New York: Oxford University Press, 1993.
DeGroot, M.H.Probability and Statistics, 2nd Edition. Reading: Addison-Wesley, 1989.
Hall, J.A.Brorsen, B.W., and Irwin, S. H.. “The Distribution of Futures Prices: A Test of the Stable Paretian and Mixture of Normals Hypothesis.” Journal of Financial and Quantitative Analysis 24(1989):105116.
Houthakker, H.S.Systematic and Random Element in Short-term Price Movement.” American Economic Review 51(1961):164172.
Hsu, D.A.Miller, R.B., and Wichern, D. W.. “On the Stable Paretian Behavior of Stock Market Prices.” Journal of American Statistical Association 69(1974):108113.
Hudson, M.A., Leuthold, R. M., and Saras-soro, G. F.. “Commodity Futures Price Changes: Recent Evidence for Wheat, Soybeans and Live Cattle.” Journal of Futures Markets 7(1987):287301.
Mann, J. S. and R. G. Heifner. The Distribution of Shortrun Commodity Price Movements. Economic Research Service, USDA, Technical Bulletin No. 1536, 1976.
Monroe, M. and Cohn, R. A.. “The Relative Efficiency of the Gold and Treasury Bill Futures Markets.” Journal of Futures Markets 6(1986):477493.
Officer, R.R.The Distribution of Stock Returns.” Journal of the American Statistical Association 67(1972):807812.
Palisade Corporation Editors. Bestfit, Release 1.02, Palisade Corporation, 1994.
Pearson, E.S., D'Agostino, R. B., and Bowman, K. O.. “Tests for Departure from Normality: Comparison of Powers.” Biometrika 64(1977):231246.
Poitras, G. N.The Distribution of Gold Futures Spreads.” Journal of Futures Markets 10(1990):643659.
Ramanathan, R. (1993). Statistical Methods in Econometrics. San Diego: Academic Press, Inc, 1993.



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