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Network Structure and its Impact on Commodity Markets

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  • John R. Birge

Abstract

Connections across commodity markets create the potential for risk to propagate and for failures to cascade as successive market agents fail. The structure of these networks is, however, often hidden and not directly observable. This article describes methods to uncover this hidden structure and the implications that these hidden connections may have for predicting risk propagation and cascading failures. The results are described in the context of electricity, gasoline, and financial markets. They illustrate the potential of this methodology to help address energy and commodity policy issues and their environmental implications.

Suggested Citation

  • John R. Birge, 2021. "Network Structure and its Impact on Commodity Markets," Production and Operations Management, Production and Operations Management Society, vol. 30(12), pages 4568-4574, December.
    • Handle: RePEc:bla:popmgt:v:30:y:2021:i:12:p:4568-4574
    DOI: 10.1111/poms.13513
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    References listed on IDEAS

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    1. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    2. Che‐Lin Su & Kenneth L. Judd, 2012. "Constrained Optimization Approaches to Estimation of Structural Models," Econometrica, Econometric Society, vol. 80(5), pages 2213-2230, September.
    3. Matthew Elliott & Benjamin Golub & Matthew O. Jackson, 2014. "Financial Networks and Contagion," American Economic Review, American Economic Association, vol. 104(10), pages 3115-3153, October.
    4. John R. Birge & Ali Hortaçsu & J. Michael Pavlin, 2017. "Inverse Optimization for the Recovery of Market Structure from Market Outcomes: An Application to the MISO Electricity Market," Operations Research, INFORMS, vol. 65(4), pages 837-855, August.
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    Cited by:

    1. Nicola Secomandi & Sridhar Seshadri, 2021. "Introduction to the Focused Issue on the POM‐Finance Interface in Commodity and Energy Markets," Production and Operations Management, Production and Operations Management Society, vol. 30(12), pages 4566-4567, December.
    2. Stein‐Erik Fleten, 2021. "Remarks on “Network Structure and Its Impact on Commodity Markets”," Production and Operations Management, Production and Operations Management Society, vol. 30(12), pages 4575-4576, December.

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