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Jumping beans: Implications of fat tails in international soybean and biofuels markets

Author

Listed:
  • Mason, Charles F.
  • Taschini, Luca
  • Wilmot, Neil A.

Abstract

Several recent policies have been promulgated to reduce reliance on fossil fuels in the United States (US) transportation sector. To achieve these ambitious goals, it seems highly likely that refineries will have to accommodate significant inflows of soybeans imported from Brazil; important large-scale (irreversible) investments will also be required. These investments are subject to substantial uncertainty, underscoring the importance of characterizing the stochastic nature of soybean prices. In this paper we investigate the potential presence of jumps in four key prices: the spot price for soybeans and ethanol, in both Brazil the US. We find compelling empirical evidence for the importance of jumps in both markets. The presence of jumps in these markets has important implications for large scale infrastructure investments, as would be necessary to produce ethanol-based motor vehicle fuels, as well as ecological implications associated with deforestation that is likely to accompany any increases in Brazilian soybean production.

Suggested Citation

  • Mason, Charles F. & Taschini, Luca & Wilmot, Neil A., 2026. "Jumping beans: Implications of fat tails in international soybean and biofuels markets," Resource and Energy Economics, Elsevier, vol. 85(C).
  • Handle: RePEc:eee:resene:v:85:y:2026:i:c:s0928765525000740
    DOI: 10.1016/j.reseneeco.2025.101550
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    References listed on IDEAS

    as
    1. Neil A. Wilmot & Charles F. Mason, 2013. "Jump Processes in the Market for Crude Oil," The Energy Journal, , vol. 34(1), pages 33-48, January.
    2. Duan, Jin-Chuan, 1997. "Augmented GARCH (p,q) process and its diffusion limit," Journal of Econometrics, Elsevier, vol. 79(1), pages 97-127, July.
    3. Mason, Charles F. & Wilmot, Neil A., 2016. "Price discontinuities in the market for RINs," Journal of Economic Behavior & Organization, Elsevier, vol. 132(PB), pages 79-97.
    4. Matthew S. Lewis, 2011. "Asymmetric Price Adjustment and Consumer Search: An Examination of the Retail Gasoline Market," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(2), pages 409-449, June.
    5. Bruce A. Babcock, 2013. "RFS Compliance Costs and Incentives to Invest in Ethanol Infrastructure," Center for Agricultural and Rural Development (CARD) Publications 13-pb13, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    6. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474, December.
    7. Pouliot, Sébastien & Babcock, Bruce A., 2014. "The demand for E85: Geographical location and retail capacity constraints," Energy Economics, Elsevier, vol. 45(C), pages 134-143.
    8. Congressional Budget Office, 2014. "The Renewable Fuel Standard: Issues for 2014 and Beyond," Reports 45477, Congressional Budget Office.
    9. Stefanie Engel & Charles Palmer & Luca Taschini & Simon Urech, 2015. "Conservation Payments under Uncertainty," Land Economics, University of Wisconsin Press, vol. 91(1), pages 36-56.
    10. Li, Jing & Stock, James H., 2019. "Cost pass-through to higher ethanol blends at the pump: Evidence from Minnesota gas station data," Journal of Environmental Economics and Management, Elsevier, vol. 93(C), pages 1-19.
    11. Searchinger, Timothy & Heimlich, Ralph & Houghton, R. A. & Dong, Fengxia & Elobeid, Amani & Fabiosa, Jacinto F. & Tokgoz, Simla & Hayes, Dermot J. & Yu, Hun-Hsiang, 2008. "Use of U.S. Croplands for Biofuels Increases Greenhouse Gases Through Emissions from Land-Use Change," Staff General Research Papers Archive 12881, Iowa State University, Department of Economics.
    12. Bryan Kelly & Hao Jiang, 2014. "Editor's Choice Tail Risk and Asset Prices," The Review of Financial Studies, Society for Financial Studies, vol. 27(10), pages 2841-2871.
    13. Congressional Budget Office, 2014. "The Renewable Fuel Standard: Issues for 2014 and Beyond," Reports 45477, Congressional Budget Office.
    14. Steen Koekebakker & Gudbrand Lien, 2004. "Volatility and Price Jumps in Agricultural Futures Prices—Evidence from Wheat Options," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(4), pages 1018-1031.
    15. Merton, Robert C., 1976. "Option pricing when underlying stock returns are discontinuous," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 125-144.
    16. Mason, Charles F., 2001. "Nonrenewable Resources with Switching Costs," Journal of Environmental Economics and Management, Elsevier, vol. 42(1), pages 65-81, July.
    17. Martin L. Weitzman, 2009. "On Modeling and Interpreting the Economics of Catastrophic Climate Change," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 1-19, February.
    18. Christopher R. Knittel & Ben S. Meiselman & James H. Stock, 2017. "The Pass-Through of RIN Prices to Wholesale and Retail Fuels under the Renewable Fuel Standard," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(4), pages 1081-1119.
    19. Gabriel E. Lade & James Bushnell, 2019. "Fuel Subsidy Pass-Through and Market Structure: Evidence from the Renewable Fuel Standard," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(3), pages 563-592.
    20. Congressional Budget Office, 2014. "The Renewable Fuel Standard: Issues for 2014 and Beyond," Reports 45477, Congressional Budget Office.
    21. Martzoukos, Spiros H. & Trigeorgis, Lenos, 2002. "Real (investment) options with multiple sources of rare events," European Journal of Operational Research, Elsevier, vol. 136(3), pages 696-706, February.
    22. Mason, Charles F. & A. Wilmot, Neil, 2014. "Jump processes in natural gas markets," Energy Economics, Elsevier, vol. 46(S1), pages 69-79.
    23. Gabriel E Lade & C -Y Cynthia Lin Lawell & Aaron Smith, 2018. "Policy Shocks and Market-Based Regulations: Evidence from the Renewable Fuel Standard," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(3), pages 707-731.
    24. Gollnow, Florian & Hissa, Leticia de Barros Viana & Rufin, Philippe & Lakes, Tobia, 2018. "Property-level direct and indirect deforestation for soybean production in the Amazon region of Mato Grosso, Brazil," Land Use Policy, Elsevier, vol. 78(C), pages 377-385.
    25. John Elder & Hong Miao & Sanjay Ramchander, 2013. "Jumps in Oil Prices: The Role of Economic News," The Energy Journal, , vol. 34(3), pages 217-237, July.
    26. Severin Borenstein & A. Colin Cameron & Richard Gilbert, 1997. "Do Gasoline Prices Respond Asymmetrically to Crude Oil Price Changes?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 305-339.
    27. Julien Chevallier & Benoît Sévi, 2014. "On the Stochastic Properties of Carbon Futures Prices," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 58(1), pages 127-153, May.
    28. Burkhardt, Jesse, 2019. "The impact of the Renewable Fuel Standard on US oil refineries," Energy Policy, Elsevier, vol. 130(C), pages 429-437.
    29. repec:aen:journl:ej34-1-02 is not listed on IDEAS
    30. Sébastien Pouliot & Bruce A. Babcock, 2016. "Compliance Path and Impact of Ethanol Mandates on Retail Fuel Market in the Short Run," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(3), pages 744-764.
    31. Ball, Clifford A & Torous, Walter N, 1985. "On Jumps in Common Stock Prices and Their Impact on Call Option Pricing," Journal of Finance, American Finance Association, vol. 40(1), pages 155-173, March.
    32. repec:aen:journl:ej34-3-09 is not listed on IDEAS
    33. Himadri Palikhe & Georg Schaur & Charles Sims, 2024. "Environmental Policy Uncertainty," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 11(5), pages 1135-1163.
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    JEL classification:

    • Q30 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - General
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics

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