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Commodity market risk from 1995 to 2013: an extreme value theory approach

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  • Torun Fretheim
  • Glenn Kristiansen

Abstract

In this article we examine whether extreme risk has increased in the agricultural commodity market during the period 1995-2013. We add to the literature on food price volatility by analysing the tail segment of futures price return distributions. Food price variability is a concern for governments and regulators worldwide, as most nations trade in food. High food price variability can contribute to poverty and malnourishment, in particular for people in less economically developed economies. We find no indications of systematically increasing tail-risk for the commodities in our sample. Analysis of estimated shape-parameters of the Generalized Extreme Value distribution further supports the conclusion that there is no general systematic change in the extreme risk associated with these commodity investments.

Suggested Citation

  • Torun Fretheim & Glenn Kristiansen, 2015. "Commodity market risk from 1995 to 2013: an extreme value theory approach," Applied Economics, Taylor & Francis Journals, vol. 47(26), pages 2768-2782, June.
    • Handle: RePEc:taf:applec:v:47:y:2015:i:26:p:2768-2782
    DOI: 10.1080/00036846.2015.1011307
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    1. Christopher L. Gilbert, 2010. "How to Understand High Food Prices," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 398-425, June.
    2. Teguh Dartanto & Usman, 2011. "Volatility of World Soybean Prices, Import Tariffs and Poverty in Indonesia," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 5(2), pages 139-181, May.
    3. James D. Hamilton, 2009. "Understanding Crude Oil Prices," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 179-206.
    4. Pindyck, Robert S & Rotemberg, Julio J, 1990. "The Excess Co-movement of Commodity Prices," Economic Journal, Royal Economic Society, vol. 100(403), pages 1173-1189, December.
    5. Jacks, David S., 2007. "Populists versus theorists: Futures markets and the volatility of prices," Explorations in Economic History, Elsevier, vol. 44(2), pages 342-362, April.
    6. Lutz Kilian, 2009. "Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market," American Economic Review, American Economic Association, vol. 99(3), pages 1053-1069, June.
    7. repec:dau:papers:123456789/607 is not listed on IDEAS
    8. 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.
    9. Holbrook Working, 1948. "Theory of the Inverse Carrying Charge in Futures Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(1), pages 1-28.
    10. Nicholas Kaldor, 1939. "Speculation and Economic Stability," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 7(1), pages 1-27.
    11. Christiane Baumeister & Lutz Kilian, 2014. "Do oil price increases cause higher food prices? [Biofuels, binding constraints, and agricultural commodity price volatility]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 29(80), pages 691-747.
    12. William G. Tomek & Roger W. Gray, 1970. "Temporal Relationships Among Prices on Commodity Futures Markets: Their Allocative and Stabilizing Roles," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 52(3), pages 372-380.
    13. Christopher Gilbert & Wyn Morgan, 2010. "Has food price volatility risen?," Department of Economics Working Papers 1002, Department of Economics, University of Trento, Italia.
    14. Dwight R. Sanders & Scott H. Irwin, 2011. "New Evidence on the Impact of Index Funds in U.S. Grain Futures Markets," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 59(4), pages 519-532, December.
    15. Deb, Partha & Trivedi, Pravin K & Varangis, Panayotis, 1996. "The Excess Co-movement of Commodity Prices Reconsidered," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(3), pages 275-291, May-June.
    16. Martin T. Bohl & Farrukh Javed & Patrick M. Stephan, 2013. "Do Commodity Index Traders Destabilize Agricultural Futures Prices?," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 59(2), pages 125-148.
    17. Irwin, Scott H. & Sanders, Dwight R., 2012. "Testing the Masters Hypothesis in commodity futures markets," Energy Economics, Elsevier, vol. 34(1), pages 256-269.
    18. repec:aeq:aeqaeq:v59_y2013_i1_q2_p125-148 is not listed on IDEAS
    19. Marie Steen & Ole Gjolberg, 2013. "Are commodity markets characterized by herd behaviour?," Applied Financial Economics, Taylor & Francis Journals, vol. 23(1), pages 79-90, January.
    20. Scott H. Irwin & Dwight R. Sanders, 2011. "Index Funds, Financialization, and Commodity Futures Markets," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(1), pages 1-31.
    21. Helyette Geman, 2005. "Commodities and Commodity Derivatives. Modeling and Pricing for Agriculturals, Metals and Energy," Post-Print halshs-00144182, HAL.
    22. Holbrook Working, 1927. "Forecasting the Price of Wheat," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 9(3), pages 273-287.
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    2. Zhang, Xu & Yang, Xian & He, Qizhi, 2022. "Multi-scale systemic risk and spillover networks of commodity markets in the bullish and bearish regimes," The North American Journal of Economics and Finance, Elsevier, vol. 62(C).
    3. Maria Magdalena Turek Rahoveanu & Adrian Turek Rahoveanu & Cristian Popescu & Gheorghe Adrian Zugravu, 2015. "Entrepreneurial Potential In The Territory Gal Microregion Horezu Village From The Perspective Of 2014-2020," Risk in Contemporary Economy, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, pages 397-408.
    4. Powell, Robert J. & Vo, Duc H. & Pham, Thach N. & Singh, Abhay K., 2017. "The long and short of commodity tails and their relationship to Asian equity markets," Journal of Asian Economics, Elsevier, vol. 52(C), pages 32-44.
    5. Jittima Singvejsakul & Chukiat Chaiboonsri & Songsak Sriboonchitta, 2021. "The Optimization of Bayesian Extreme Value: Empirical Evidence for the Agricultural Commodities in the US," Economies, MDPI, vol. 9(1), pages 1-10, March.
    6. Zheng, Yixing & Ramsey, Austin F., 2022. "Extreme Correlation Between Daily Basis Returns of Local Corn Markets in North Carolina," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322373, Agricultural and Applied Economics Association.

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