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The optimal hedge ratio: A closed-form solution, a conjecture, and a challenge

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  • William T. Smith

    (University of Memphis)

Abstract

Calculating the Optimal Hedge Ratio (OHR) is challenging for agricultural exporting countries. The alternatives have been either to rely upon closed-form solutions for the OHR that require unpalatable assumptions (quadratic utility, or CARA utility with Gaussian distributions) or to employ complicated numerical methods. This paper derives an approximate closed-form solution for “compact” distributions with “small” risks. Given empirical distributions of prices and quantities it requires simple calculations to arrive at the OHR for any desired class and calibration of risk preferences. To the extent that futures markets are unbiased, the solution also suggests that a simple minimum-variance calculation be sufficient to calculate the OHR.

Suggested Citation

  • William T. Smith, 2023. "The optimal hedge ratio: A closed-form solution, a conjecture, and a challenge," Economics Bulletin, AccessEcon, vol. 43(2), pages 748-758.
  • Handle: RePEc:ebl:ecbull:eb-22-00684
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    References listed on IDEAS

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    1. Atanu Saha & C. Richard Shumway & Hovav Talpaz, 1994. "Joint Estimation of Risk Preference Structure and Technology Using Expo-Power Utility," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(2), pages 173-184.
    2. Smith, William T. & Zhang, Qiang, 2007. "Asset pricing with multiplicative habit and power-expo preferences," Economics Letters, Elsevier, vol. 94(3), pages 319-325, March.
    3. Eaton, Jonathan, 1985. "Optimal and time consistent exchange-rate management in an overlapping-generations economy," Journal of International Money and Finance, Elsevier, vol. 4(1), pages 83-100, March.
    4. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    5. Paul A. Samuelson, 1970. "The Fundamental Approximation Theorem of Portfolio Analysis in terms of Means, Variances and Higher Moments," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 37(4), pages 537-542.
    6. Ederington, Louis H, 1979. "The Hedging Performance of the New Futures Markets," Journal of Finance, American Finance Association, vol. 34(1), pages 157-170, March.
    7. Willy Kamdem & Jules Sadefo Kamdem & David Kamdem & Louis aimé Fono, 2020. "Risk Aversion and Optimal Hedge Ratio in Commodities Futures Markets," Economics Bulletin, AccessEcon, vol. 40(1), pages 587-600.
    8. John Heaney & Geoffrey Poitras, 1991. "Estimation of the optimal hedge ratio, expected utility, and ordinary least squares regression," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 11(5), pages 603-612, October.
    9. Carl H. Nelson, 2004. "Toward exploring the location-scale condition: a constant relative risk aversion location-scale objective function," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 31(3), pages 273-287, September.
    10. Thomas B. Wiens, 1976. "Peasant Risk Aversion and Allocative Behavior: A Quadratic Programming Experiment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 58(4_Part_1), pages 629-635.
    11. Leland L. Johnson, 1960. "The Theory of Hedging and Speculation in Commodity Futures," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 27(3), pages 139-151.
    12. Buccola, Steven T., 1982. "Portfolio Selection Under Exponential And Quadratic Utility," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 7(1), pages 1-10, July.
    13. Hansen, Lars Peter & Singleton, Kenneth J, 1983. "Stochastic Consumption, Risk Aversion, and the Temporal Behavior of Asset Returns," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 249-265, April.
    14. Mankiw, N Gregory & Shapiro, Matthew D, 1986. "Risk and Return: Consumption Beta versus Market Beta," The Review of Economics and Statistics, MIT Press, vol. 68(3), pages 452-459, August.
    15. Atanu Saha, 1993. "Expo-Power Utility: A ‘Flexible’ Form for Absolute and Relative Risk Aversion," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(4), pages 905-913.
    16. Rolfo, Jacques, 1980. "Optimal Hedging under Price and Quantity Uncertainty: The Case of a Cocoa Producer," Journal of Political Economy, University of Chicago Press, vol. 88(1), pages 100-116, February.
    17. Friend, Irwin & Blume, Marshall E, 1975. "The Demand for Risky Assets," American Economic Review, American Economic Association, vol. 65(5), pages 900-922, December.
    18. Smith, William T., 1991. "Forward exchange rates in general equilibrium," Journal of International Money and Finance, Elsevier, vol. 10(4), pages 497-511, December.
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    More about this item

    Keywords

    futures markets; optimal hedge ratio;

    JEL classification:

    • C6 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling
    • G1 - Financial Economics - - General Financial Markets

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