IDEAS home Printed from https://ideas.repec.org/p/arx/papers/1807.10537.html
   My bibliography  Save this paper

Investigating Wheat Price with a Multi-Agent Model

Author

Listed:
  • Gianfranco Giulioni
  • Edmondo Di Giuseppe
  • Massimiliano Pasqui
  • Piero Toscano
  • Francesco Miglietta

Abstract

In this paper, we build a computational model for the analysis of international wheat spot price formation, its dynamics and the dynamics of internationally exchanged quantities. The model has been calibrated using FAOSTAT data to evaluate its in-sample predictive power. The model is able to generate wheat prices in twelve international markets and wheat used quantities in twenty-four world regions. The time span considered goes from 1992 to 2013. In our study, a particular attention was paid to the impact of Russian Federation's 2010 grain export ban on wheat price and internationally traded quantities. Among other results, we find that wheat average weighted world price in 2013 would have been 3.55\% lower than the observed one if the Russian Federation would not have imposed the export ban in 2010.

Suggested Citation

  • Gianfranco Giulioni & Edmondo Di Giuseppe & Massimiliano Pasqui & Piero Toscano & Francesco Miglietta, 2018. "Investigating Wheat Price with a Multi-Agent Model," Papers 1807.10537, arXiv.org.
    • Handle: RePEc:arx:papers:1807.10537
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/1807.10537
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Toshichika Iizumi & Jing-Jia Luo & Andrew J. Challinor & Gen Sakurai & Masayuki Yokozawa & Hirofumi Sakuma & Molly E. Brown & Toshio Yamagata, 2014. "Impacts of El Niño Southern Oscillation on the global yields of major crops," Nature Communications, Nature, vol. 5(1), pages 1-7, September.
    2. Jasmien De Winne & Gert Peersman, 2016. "Macroeconomic Effects of Disruptions in Global Food Commodity Markets: Evidence for the United States," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(2 (Fall)), pages 183-286.
    3. Jasmien De Winne & Gert Peersman, 2016. "Macroeconomic Effects of Disruptions in Global Food Commodity Markets: Evidence for the United States," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(2 (Fall)), pages 183-286.
    4. Matteo Barigozzi & Giorgio Fagiolo & Diego Garlaschelli, 2009. "Multinetwork of international trade: A commodity-specific analysis," Papers 0908.1879, arXiv.org, revised Jun 2010.
    5. Pirrong,Craig, 2012. "Commodity Price Dynamics," Cambridge Books, Cambridge University Press, number 9780521195898.
    6. Gabriele Dono & Raffaele Cortignani & Luca Doro & Luca Giraldo & Luigi Ledda & Massimiliano Pasqui & Pier Roggero, 2013. "An Integrated Assessment of the Impacts of Changing Climate Variability on Agricultural Productivity and Profitability in an Irrigated Mediterranean Catchment," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(10), pages 3607-3622, August.
    7. Dono, Gabriele & Cortignani, Raffaele & Dell'Unto, Davide & Deligios, Paola & Doro, Luca & Lacetera, Nicola & Mula, Laura & Pasqui, Massimiliano & Quaresima, Sara & Vitali, Andrea & Roggero, Pier Paol, 2016. "Winners and losers from climate change in agriculture: Insights from a case study in the Mediterranean basin," Agricultural Systems, Elsevier, vol. 147(C), pages 65-75.
    8. Luciano Gutierrez, 2017. "Impacts of El Niño-Southern Oscillation on the wheat market: A global dynamic analysis," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-22, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gianfranco Giulioni & Edmondo Di Giuseppe & Piero Toscano & Francesco Miglietta & Massimiliano Pasqui, 2019. "A Novel Computational Model of the Wheat Global Market with an Application to the 2010 Russian Federation Case," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 22(3), pages 1-4.
    2. Petrella, Ivan & Di Pace, Federico & Juvenal, Luciana, 2020. "Terms-of-Trade Shocks are Not all Alike," CEPR Discussion Papers 14594, C.E.P.R. Discussion Papers.
    3. Coderoni, Silvia & Pagliacci, Francesco, 2023. "The impact of climate change on land productivity. A micro-level assessment for Italian farms," Agricultural Systems, Elsevier, vol. 205(C).
    4. Jasmien De Winne & Gert Peersman, 2021. "The Impact of Food Prices on Conflict Revisited," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(2), pages 547-560, March.
    5. Gert Peersman, 2022. "International Food Commodity Prices and Missing (Dis)Inflation in the Euro Area," The Review of Economics and Statistics, MIT Press, vol. 104(1), pages 85-100, March.
    6. Peersman, Gert & Rüth, Sebastian K. & Van der Veken, Wouter, 2021. "The interplay between oil and food commodity prices: Has it changed over time?," Journal of International Economics, Elsevier, vol. 133(C).
    7. Jasmien De Winne & Gert Peersman, 2018. "Agricultural Price Shocks and Business Cycles - A Global Warning for Advanced Economies," CESifo Working Paper Series 7037, CESifo.
    8. Florin Aliu & Jiří Kučera & Simona Hašková, 2023. "Agricultural Commodities in the Context of the Russia-Ukraine War: Evidence from Corn, Wheat, Barley, and Sunflower Oil," Forecasting, MDPI, vol. 5(1), pages 1-23, March.
    9. Efrem Castelnuovo & Lorenzo Mori & Gert Peersman, "undated". "Commodity Price Shocks and Global Cycles: Monetary Policy Matters," "Marco Fanno" Working Papers 0311, Dipartimento di Scienze Economiche "Marco Fanno".
    10. Wei, Yu & Zhang, Jiahao & Chen, Yongfei & Wang, Yizhi, 2022. "The impacts of El Niño-southern oscillation on renewable energy stock markets: Evidence from quantile perspective," Energy, Elsevier, vol. 260(C).
    11. Lucidi, Francesco Simone & Pisa, Marta Maria & Tancioni, Massimiliano, 2024. "The effects of temperature shocks on energy prices and inflation in the Euro Area," European Economic Review, Elsevier, vol. 166(C).
    12. Gallic, Ewen & Vermandel, Gauthier, 2017. "Weather Shocks, Climate Change and Business Cycles," MPRA Paper 81230, University Library of Munich, Germany.
    13. Erten Bilge & Tuzcuoglu Kerem, 2018. "Output Effects of Global Food Commodity Shocks," Journal of Globalization and Development, De Gruyter, vol. 9(1), pages 1-18, June.
    14. Richhild Moessner, 2022. "Effects of Precipitation on Food Consumer Price Inflation," CESifo Working Paper Series 9961, CESifo.
    15. Jasmien De Winne & Gert Peersman, 2021. "The adverse consequences of global harvest and weather disruptions on economic activity," Nature Climate Change, Nature, vol. 11(8), pages 665-672, August.
    16. Rodrigo Mesa-Arango & Badri Narayanan & Satish V. Ukkusuri, 2019. "The Impact of International Crises on Maritime Transportation Based Global Value Chains," Networks and Spatial Economics, Springer, vol. 19(2), pages 381-408, June.
    17. Nicolas Legrand, 2023. "War in Ukraine: The rational “wait‐and‐see” mode of global food markets," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(2), pages 626-644, June.
    18. Cao, Juan & Zhang, Zhao & Tao, Fulu & Chen, Yi & Luo, Xiangzhong & Xie, Jun, 2023. "Forecasting global crop yields based on El Nino Southern Oscillation early signals," Agricultural Systems, Elsevier, vol. 205(C).
    19. Hao Xu & Niu Niu & Dongmei Li & Chengjie Wang, 2024. "A Dynamic Evolutionary Analysis of the Vulnerability of Global Food Trade Networks," Sustainability, MDPI, vol. 16(10), pages 1-17, May.
    20. Marco Dueñas & Giorgio Fagiolo, 2013. "Modeling the International-Trade Network: a gravity approach," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 8(1), pages 155-178, April.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:1807.10537. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.