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Return dynamics during periods of high speculation in a thinly traded commodity market

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  • Martin T. Bohl
  • Martin Stefan

Abstract

This article studies the effects of speculation in a thinly traded commodity futures market, paying particular attention to periods characterized by high‐speculative activity of long–short speculators. Using the speculation ratio as a daily measure for long–short speculation, we employ generalized autoregressive conditional heteroscedasticity regressions to study its impact on return dynamics. Our results for the Chicago Mercantile Exchange feeder cattle futures market suggest that futures returns are predominantly explained by fundamentals, but their volatility is significantly driven by the speculation ratio. This relationship holds for periods of high‐ and low‐speculative activity alike.

Suggested Citation

  • Martin T. Bohl & Martin Stefan, 2020. "Return dynamics during periods of high speculation in a thinly traded commodity market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(1), pages 145-159, January.
    • Handle: RePEc:wly:jfutmk:v:40:y:2020:i:1:p:145-159
    DOI: 10.1002/fut.22063
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    References listed on IDEAS

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    1. repec:aen:journl:ej34-3-02 is not listed on IDEAS
    2. De Long, J Bradford, et al, 1990. "Positive Feedback Investment Strategies and Destabilizing Rational Speculation," Journal of Finance, American Finance Association, vol. 45(2), pages 379-395, June.
    3. Robles, Miguel & Torero, Maximo & von Braun, Joachim, 2009. "When speculation matters," Issue briefs 57, International Food Policy Research Institute (IFPRI).
    4. Jian Yang & David A. Bessler & David J. Leatham, 2001. "Asset storability and price discovery in commodity futures markets: A new look," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(3), pages 279-300, March.
    5. Jian Yang & Titus Awokuse, 2003. "Asset storability and hedging effectiveness in commodity futures markets," Applied Economics Letters, Taylor & Francis Journals, vol. 10(8), pages 487-491.
    6. Jian Yang & David Bessler & Hung-Gay Fung, 2004. "The informational role of open interest in futures markets," Applied Economics Letters, Taylor & Francis Journals, vol. 11(9), pages 569-573.
    7. Xiaoli L. Etienne & Scott H. Irwin & Philip Garcia, 2015. "Price Explosiveness, Speculation, and Grain Futures Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(1), pages 65-87.
    8. Tauchen, George E & Pitts, Mark, 1983. "The Price Variability-Volume Relationship on Speculative Markets," Econometrica, Econometric Society, vol. 51(2), pages 485-505, March.
    9. Shu-Ling Chen & John D. Jackson & Hyeongwoo Kim & Pramesti Resiandini, 2014. "What Drives Commodity Prices?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(5), pages 1455-1468.
    10. Epps, Thomas W & Epps, Mary Lee, 1976. "The Stochastic Dependence of Security Price Changes and Transaction Volumes: Implications for the Mixture-of-Distributions Hypothesis," Econometrica, Econometric Society, vol. 44(2), pages 305-321, March.
    11. Bessembinder, Hendrik & Seguin, Paul J., 1993. "Price Volatility, Trading Volume, and Market Depth: Evidence from Futures Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(1), pages 21-39, March.
    12. Robles, Miguel & Torero, Maximo & von Braun, Joachim, 2009. "When speculation matters," Issue Briefs 49999, CGIAR, International Food Policy Research Institute (IFPRI).
    13. Chen, Nai-Fu & Cuny, Charles J & Haugen, Robert A, 1995. "Stock Volatility and the Levels of the Basis and Open Interest in Future Contracts," Journal of Finance, American Finance Association, vol. 50(1), pages 281-300, March.
    14. Marilyn K. Wiley & Robert T. Daigler, 1998. "Volume relationships among types of traders in the financial futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 18(1), pages 91-113, February.
    15. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    16. Boyd, Naomi E. & Harris, Jeffrey H. & Li, Bingxin, 2018. "An update on speculation and financialization in commodity markets," Journal of Commodity Markets, Elsevier, vol. 10(C), pages 91-104.
    17. Brunetti, Celso & Büyükşahin, Bahattin & Harris, Jeffrey H., 2016. "Speculators, Prices, and Market Volatility," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(5), pages 1545-1574, October.
    18. Akram, Q. Farooq, 2009. "Commodity prices, interest rates and the dollar," Energy Economics, Elsevier, vol. 31(6), pages 838-851, November.
    19. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    20. Baillie, Richard T & Myers, Robert J, 1991. "Bivariate GARCH Estimation of the Optimal Commodity Futures Hedge," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(2), pages 109-124, April-Jun.
    21. Irwin, Scott H. & Sanders, Dwight R., 2012. "Testing the Masters Hypothesis in commodity futures markets," Energy Economics, Elsevier, vol. 34(1), pages 256-269.
    22. Manera, Matteo & Nicolini, Marcella & Vignati, Ilaria, 2016. "Modelling futures price volatility in energy markets: Is there a role for financial speculation?," Energy Economics, Elsevier, vol. 53(C), pages 220-229.
    23. Louis Ederington & Jae Ha Lee, 2002. "Who Trades Futures and How: Evidence from the Heating Oil Futures Market," The Journal of Business, University of Chicago Press, vol. 75(2), pages 353-374, April.
    24. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    25. Dwight R. Sanders & Scott H. Irwin & Robert P. Merrin, 2010. "The Adequacy of Speculation in Agricultural Futures Markets: Too Much of a Good Thing?," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 32(1), pages 77-94.
    26. Anne E. Peck, 1976. "Futures Markets, Supply Response, and Price Stability," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(3), pages 407-423.
    27. repec:aen:journl:2011v32-02-a07 is not listed on IDEAS
    28. Working, Holbrook, 1960. "Speculation on Hedging Markets," Food Research Institute Studies, Stanford University, Food Research Institute, vol. 1(2), pages 1-36.
    29. Deborah H. Streeter & William G. Tomek, 1992. "Variability in soybean futures prices: An integrated framework," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 12(6), pages 705-728, December.
    30. repec:aen:journl:ej34-3-03 is not listed on IDEAS
    31. Yuanyuan Zhang & Taufiq Choudhry, 2015. "Forecasting the daily dynamic hedge ratios by GARCH models: evidence from the agricultural futures markets," The European Journal of Finance, Taylor & Francis Journals, vol. 21(4), pages 376-399, March.
    32. Clark, Peter K, 1973. "A Subordinated Stochastic Process Model with Finite Variance for Speculative Prices," Econometrica, Econometric Society, vol. 41(1), pages 135-155, January.
    33. Raymond M. Leuthold, 1983. "Commercial use and speculative measures of the livestock commodity futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 3(2), pages 113-135, June.
    34. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    35. Du, Xiaodong & Yu, Cindy L. & Hayes, Dermot J., 2011. "Speculation and volatility spillover in the crude oil and agricultural commodity markets: A Bayesian analysis," Energy Economics, Elsevier, vol. 33(3), pages 497-503, May.
    36. J. Marvin Skadberg & Gene A. Futrell, 1966. "An Economic Appraisal of Futures Trading in Livestock," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 48(5), pages 1485-1489.
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    Cited by:

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