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Return seasonality in commodity futures

Author

Listed:
  • Li, Yan
  • Liu, Qingfu
  • Miao, Deyu
  • Tse, Yiuman

Abstract

We examine seasonality in commodity futures markets using monthly returns for 26 commodities from 1970 through 2023. Only a few commodities in the early years show half-monthly and monthly seasonality. The same-month trading strategy proposed by Keloharju et al. (2016) outperforms the other-month strategy mostly for the subperiod 1990–1999. We then backtest the momentum strategy and momentum with a reversal strategy to compare their performance with that of a seasonality strategy. When these momentum-and-reversal strategies are combined with the seasonality strategy, the result has significant composite returns. Moreover, the seasonal effects in the commodity futures market have weakened in recent years, indicating that the market tends toward efficiency. Nevertheless, our overall results demonstrate that the effects of combination strategies persist and significantly impact the market.

Suggested Citation

  • Li, Yan & Liu, Qingfu & Miao, Deyu & Tse, Yiuman, 2024. "Return seasonality in commodity futures," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 448-462.
    • Handle: RePEc:eee:reveco:v:93:y:2024:i:pb:p:448-462
    DOI: 10.1016/j.iref.2024.04.038
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    References listed on IDEAS

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    1. Jordan, Susan D. & Jordan, Bradford D., 1991. "Seasonality in Daily Bond Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 26(2), pages 269-285, June.
    2. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    3. Bianchi, Robert J. & Drew, Michael E. & Fan, John Hua, 2015. "Combining momentum with reversal in commodity futures," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 423-444.
    4. Canova, Fabio & Hansen, Bruce E, 1995. "Are Seasonal Patterns Constant over Time? A Test for Seasonal Stability," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 237-252, July.
    5. Matti Keloharju & Juhani T. Linnainmaa & Peter Nyberg, 2016. "Return Seasonalities," Journal of Finance, American Finance Association, vol. 71(4), pages 1557-1590, August.
    6. Sun, Hang & Bos, Jaap.W.B. & Rodrigues, Paulo, 2023. "Destabilizing or passive? The impact of commodity index traders on equilibrium prices," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 271-285.
    7. Chhabra, Damini & Gupta, Mohit, 2022. "Calendar anomalies in commodity markets for natural resources: Evidence from India," Resources Policy, Elsevier, vol. 79(C).
    8. Gary Gorton & K. Geert Rouwenhorst, 2006. "Facts and Fantasies about Commodity Futures," Financial Analysts Journal, Taylor & Francis Journals, vol. 62(2), pages 47-68, March.
    9. Ariel, Robert A., 1987. "A monthly effect in stock returns," Journal of Financial Economics, Elsevier, vol. 18(1), pages 161-174, March.
    10. Claude B. Erb & Campbell R. Harvey, 2006. "The Strategic and Tactical Value of Commodity Futures," Financial Analysts Journal, Taylor & Francis Journals, vol. 62(2), pages 69-97, March.
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