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Identification by full adjustment: evidence from the relationship between futures and spot prices

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  • W. Erno Kuiper
  • Joost M. E. Pennings

Abstract

This paper proposes a test for orthogonality of the errors in a vector error-correction model (VECM) that focuses on the recursive ordering among the contemporaneously correlated errors. The test is based on the fact that when the frequency of the data is sufficiently low one of the variables in the long-run equilibrium relationship adjusts fully within the same period to its new equilibrium level. An empirical investigation of the relationship between spot and futures prices for commodities traded on the Amsterdam Exchanges and the Chicago Board of Trade reveals that the spot price adjusts fully to its new equilibrium level if the price-discovery function of the futures market works well. Copyright 2002, Oxford University Press.

Suggested Citation

  • W. Erno Kuiper & Joost M. E. Pennings, 2002. "Identification by full adjustment: evidence from the relationship between futures and spot prices," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 29(1), pages 67-84, March.
    • Handle: RePEc:oup:erevae:v:29:y:2002:i:1:p:67-84
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    Cited by:

    1. Vollmer, T. & Von Cramon-Taubadel, S., 2018. "Dynamic price discovery in the European wheat market based on the concept of partial cointegration," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276031, International Association of Agricultural Economists.
    2. Sibanjan Mishra, 2019. "Testing Martingale Hypothesis Using Variance Ratio Tests: Evidence from High-frequency Data of NCDEX Soya Bean Futures," Global Business Review, International Management Institute, vol. 20(6), pages 1407-1422, December.
    3. Fassas, Athanasios P. & Papadamou, Stephanos & Koulis, Alexandros, 2020. "Price discovery in bitcoin futures," Research in International Business and Finance, Elsevier, vol. 52(C).
    4. Teresa Vollmer & Helmut Herwartz & Stephan von Cramon-Taubadel, 2020. "Measuring price discovery in the European wheat market using the partial cointegration approach," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 47(3), pages 1173-1200.
    5. Kuwornu, John K.M. & Kuiper, W. Erno & Pennings, Joost M.E. & Meulenberg, Matthew T.G., 2006. "Risk Management Using Futures Contracts: The Impact of Spot Market Contracts and Production Horizons on the Optimal Hedge Ratio," 99th Seminar, February 8-10, 2006, Bonn, Germany 7755, European Association of Agricultural Economists.
    6. Carlotta Penone & Elisa Giampietri & Samuele Trestini, 2022. "Futures–spot price transmission in EU corn markets," Agribusiness, John Wiley & Sons, Ltd., vol. 38(3), pages 679-709, July.
    7. Li, Miao & Xiong, Tao, 2021. "Dynamic price discovery in Chinese agricultural futures markets," Journal of Asian Economics, Elsevier, vol. 76(C).
    8. María Bielza & Alberto Garrido & José M. Sumpsi, 2007. "Feasibility of a cash forward contract: An application to the French and Spanish potato sectors," Agribusiness, John Wiley & Sons, Ltd., vol. 23(2), pages 245-261.
    9. Gemayel, Roland & Franus, Tatiana & Bowden, James, 2023. "Price discovery between Bitcoin spot markets and exchange traded products," Economics Letters, Elsevier, vol. 228(C).
    10. Carlotta Penone & Samuele Trestini, 2022. "Testing for asymmetric cointegration of Italian agricultural commodities prices: Evidence from the futures-spot market relationship," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 68(2), pages 50-58.
    11. Li, Miao & Xiong, Tao, 2023. "Is China's new live hog futures market efficient? Evidence from an analysis of market quality, price discovery and hedging effectiveness," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 68(01), September.
    12. Massimo Peri & Lucia Baldi & Daniela Vandone, 2013. "Price discovery in commodity markets," Applied Economics Letters, Taylor & Francis Journals, vol. 20(4), pages 397-403, March.
    13. Zhuo Chen & Bo Yan & Hanwen Kang & Liyu Liu, 2023. "Asymmetric price adjustment and price discovery in spot and futures markets of agricultural commodities," Review of Economic Design, Springer;Society for Economic Design, vol. 27(1), pages 139-162, February.
    14. 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.
    15. Zhige Wu & Alex Maynard & Alfons Weersink & Getu Hailu, 2018. "Asymmetric spot‐futures price adjustments in grain markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(12), pages 1549-1564, December.
    16. Kuwornu, John K.M. & Kuiper, W. Erno & Pennings, Joost M.E. & Meulenberg, Matthew T.G., 2006. "Strategic Interactions, Risks and Coordination Costs in Food Marketing Channels: The Mediating Role of Futures Markets," 99th Seminar, February 8-10, 2006, Bonn, Germany 7740, European Association of Agricultural Economists.
    17. Ahmed, Osama, 2021. "Do future markets protect the spot markets in developing countries? The case of the Egyptian wheat market," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 20(5), pages 65-83.
    18. Baldi, Lucia & Peri, Massimo & Vandone, Daniela, 2011. "Price Discovery in Agricultural Commodities: The Shifting Relationship Between Spot and Future Prices," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114237, European Association of Agricultural Economists.
    19. Philipp Adämmer & Martin T. Bohl, 2018. "Price discovery dynamics in European agricultural markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(5), pages 549-562, May.

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