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Evaluation of the Future Price of Brazilian Commodities as a Predictor of the Price of the Spot Market

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Listed:
  • Alexandre Vasconcelos Lima
  • Rogério Boueri Miranda
  • Mathias Schneid Tessmann

Abstract

The present work seeks to bring empirical evidence on the efficiency of futures prices as predictors of spot market prices. For this, future and spot prices of live cattle, coffee, corn, soybeans, ethanol, gold and dollars traded in Brazil are considered. To compare the probability of occurrence with the event that actually happened, the score proposed by Brier in 1950 is used. It was observed that the spot and future price curves have the same trajectory and, considering the same date, have similar values. Despite this behavior, when calculating the scores, we found that the lowest was found for live cattle, 0.47, the highest for the dollar, with a value close to 1, and the other assets varied between 0.6 and 0.8. Scores of 1 denote worse predictive powers, it was noted that future prices are not good predictors for the assets considered. These results contribute to filling the gap in the financial literature that seeks to assess the efficiency of futures markets by bringing empirical evidence to Brazilian commodities and using the Brier Score. The findings are also useful for financial market agents who use these assets in their portfolios, producers and principals in the supply chain and policy makers who make decisions involving these commodities.

Suggested Citation

  • Alexandre Vasconcelos Lima & Rogério Boueri Miranda & Mathias Schneid Tessmann, 2022. "Evaluation of the Future Price of Brazilian Commodities as a Predictor of the Price of the Spot Market," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 14(4), pages 1-51, April.
    • Handle: RePEc:ibn:ijefaa:v:14:y:2022:i:4:p:51
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    References listed on IDEAS

    as
    1. Erik Theissen, 2012. "Price discovery in spot and futures markets: a reconsideration," The European Journal of Finance, Taylor & Francis Journals, vol. 18(10), pages 969-987, November.
    2. Daniel Friedman, 1983. "Effective Scoring Rules for Probabilistic Forecasts," Management Science, INFORMS, vol. 29(4), pages 447-454, April.
    3. Chen, Yu-Lun & Gau, Yin-Feng, 2010. "News announcements and price discovery in foreign exchange spot and futures markets," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1628-1636, July.
    4. French, Kenneth R, 1986. "Detecting Spot Price Forecasts in Futures Prices," The Journal of Business, University of Chicago Press, vol. 59(2), pages 39-54, April.
    5. Ronald Britto, 1984. "The Simultaneous Determination of Spot and Futures Prices in a Simple Model with Production Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 99(2), pages 351-365.
    6. Jerome L. Stein, 1976. "The Simultaneous Determination of Spot and Futures Prices," Palgrave Macmillan Books, in: The Economics of Futures Trading, chapter 6, pages 124-130, Palgrave Macmillan.
    7. Masahiro Kawai, 1983. "Spot and Futures Prices of Nonstorable Commodities Under Rational Expectations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(2), pages 235-254.
    8. Gneiting, Tilmann & Raftery, Adrian E., 2007. "Strictly Proper Scoring Rules, Prediction, and Estimation," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 359-378, March.
    9. Grolemund, Garrett & Wickham, Hadley, 2011. "Dates and Times Made Easy with lubridate," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 40(i03).
    10. Gulley, Andrew & Tilton, John E., 2014. "The relationship between spot and futures prices: An empirical analysis," Resources Policy, Elsevier, vol. 41(C), pages 109-112.
    11. Jon A. Brandt & David A. Bessler, 1981. "Composite Forecasting: An Application with U.S. Hog Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 63(1), pages 135-140.
    12. Robert L. Winkler, 1994. "Evaluating Probabilities: Asymmetric Scoring Rules," Management Science, INFORMS, vol. 40(11), pages 1395-1405, November.
    13. Baldi, Lucia & Peri, Massimo & Vandone, Daniela, 2011. "Spot and Futures Prices of Agricultural Commodities: Fundamentals and Speculation," 2011 International European Forum, February 14-18, 2011, Innsbruck-Igls, Austria 122002, International European Forum on System Dynamics and Innovation in Food Networks.
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    JEL classification:

    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • Z0 - Other Special Topics - - General

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