IDEAS home Printed from https://ideas.repec.org/p/ags/pugtwp/331853.html
   My bibliography  Save this paper

Correlated Order Three Gaussian Quadratures in Stochastic Simulation Modelling

Author

Listed:
  • Artavia, Marco
  • Grethe, Harald
  • Möller, Thordis
  • Zimmermann, Georg

Abstract

A simple approach to generate correlated order three Gaussian quadratures is presented. It is shown how for stochastic simulation modelling purposes the integration over the ncube as suggested in Stroud (1957) is not necessary and thus, a simpler integration formula is given. The theory of inducing a desired covariance matrix is presented and three possibilities to do so are demonstrated. The approach described is implemented in a stochastic version of the European Simulation Model (ESIM) which includes 42 correlated stochastic terms in the yield functions. Model results are presented to validate the proposed approach compared to a Monte Carlo based approach as well as to demonstrate the relevance of stochastic simulation modelling.

Suggested Citation

  • Artavia, Marco & Grethe, Harald & Möller, Thordis & Zimmermann, Georg, 2009. "Correlated Order Three Gaussian Quadratures in Stochastic Simulation Modelling," Conference papers 331853, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    • Handle: RePEc:ags:pugtwp:331853
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/331853/files/4378.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Holz, Franziska & von Hirschhausen, Christian & Kemfert, Claudia, 2008. "A strategic model of European gas supply (GASMOD)," Energy Economics, Elsevier, vol. 30(3), pages 766-788, May.
    2. Mustafa Babiker, John Reilly and Laurent Viguier, 2004. "Is International Emissions Trading Always Beneficial?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 33-56.
    3. SERGEY PALTSEV & JOHN M. Reilly & HENRY D. JACOBY & ANGELO C. GURGEL & GILBERT E. METCALF & ANDREI P. SOKOLOV & JENNIFER F. HOLAK, 2008. "Assessment of US GHG cap-and-trade proposals," Climate Policy, Taylor & Francis Journals, vol. 8(4), pages 395-420, July.
    4. Hertel, Thomas, 1997. "Global Trade Analysis: Modeling and applications," GTAP Books, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, number 7685, December.
    5. McFarland, James R. & Paltsev, Sergey & Jacoby, Henry D., 2009. "Analysis of the Coal Sector under Carbon Constraints," Journal of Policy Modeling, Elsevier, vol. 31(3), pages 404-424, May.
    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. Shiro Takeda & Toshi H. Arimura & Makoto Sugino, 2019. "Labor Market Distortions and Welfare-Decreasing International Emissions Trading," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(1), pages 271-293, September.
    2. Djiofack-Zebaze, Calvin & Keck, Alexander, 2006. "Telecommunications Services in Africa: The Effects Of Multilateral and Unilateral Liberalization," Conference papers 331508, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    3. Hertel, Thomas, 2013. "Global Applied General Equilibrium Analysis Using the Global Trade Analysis Project Framework," Handbook of Computable General Equilibrium Modeling, in: Peter B. Dixon & Dale Jorgenson (ed.), Handbook of Computable General Equilibrium Modeling, edition 1, volume 1, chapter 0, pages 815-876, Elsevier.
    4. Nong, Duy & Nguyen, Trung H. & Wang, Can & Van Khuc, Quy, 2020. "The environmental and economic impact of the emissions trading scheme (ETS) in Vietnam," Energy Policy, Elsevier, vol. 140(C).
    5. Sergey Paltsev, 2016. "Energy Scenarios: The Value and Limits of Scenario Analysis," EcoMod2016 9371, EcoMod.
    6. Vielle, Marc & Viguier, Laurent, 2007. "On the climate change effects of high oil prices," Energy Policy, Elsevier, vol. 35(2), pages 844-849, February.
    7. Rodrigues Cabral, Caroline & Gurgel, Angelo & Paltsev, Sergey, 2015. "Economic analysis of deforestation reduction in Brazil," 2015 Conference, August 9-14, 2015, Milan, Italy 211378, International Association of Agricultural Economists.
    8. Sergey Paltsev, 2017. "Energy scenarios: the value and limits of scenario analysis," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 6(4), July.
    9. Simon J.Evenett & Mia Mikic & Ravi Ratnayake (ed.), 2011. "Trade-led growth: A sound strategy for Asia," ARTNeT Books and Research Reports, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), number brr10.
    10. Ianchovichina, Elena, 2004. "Trade policy analysis in the presence of duty drawbacks," Journal of Policy Modeling, Elsevier, vol. 26(3), pages 353-371, April.
    11. Pierre Boulanger & Hasan Dudu & Emanuele Ferrari & George Philippidis, 2016. "Russian Roulette at the Trade Table: A Specific Factors CGE Analysis of an Agri-food Import Ban," Journal of Agricultural Economics, Wiley Blackwell, vol. 67(2), pages 272-291, June.
    12. Jiang, Tingsong, 2003. "The Impact of China's WTO Accession on its Regional Economies," Australasian Agribusiness Review, University of Melbourne, Department of Agriculture and Food Systems, vol. 11.
    13. Liu, Yu & Tan, Xiu-Jie & Yu, Yang & Qi, Shao-Zhou, 2017. "Assessment of impacts of Hubei Pilot emission trading schemes in China – A CGE-analysis using TermCO2 model," Applied Energy, Elsevier, vol. 189(C), pages 762-769.
    14. Henseler, Martin & Piot-Lepetit, Isabelle & Ferrari, Emanuele & Mellado, Aida Gonzalez & Banse, Martin & Grethe, Harald & Parisi, Claudia & Hélaine, Sophie, 2013. "On the asynchronous approvals of GM crops: Potential market impacts of a trade disruption of EU soy imports," Food Policy, Elsevier, vol. 41(C), pages 166-176.
    15. Youngho Chang & Yanfei Li, . "An Integrated Asian Natural Gas Market: Potentials and Policy Implications," Chapters,, Economic Research Institute for ASEAN and East Asia (ERIA).
    16. Adams, Philip D., 2008. "Insurance against Catastrophic Climate Change: How Much Will an Emissions Trading Scheme Cost Australia?," Conference papers 331770, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    17. Kym Anderson, 2005. "On the Virtues of Multilateral Trade Negotiations," The Economic Record, The Economic Society of Australia, vol. 81(255), pages 414-438, December.
    18. Pavel Ciaian & d'Artis Kancs & Jan Pokrivcak, 2008. "Comparative Advantages, Transaction Costs and Factor Content of Agricultural Trade: Empirical Evidence from the CEE," EERI Research Paper Series EERI_RP_2008_03, Economics and Econometrics Research Institute (EERI), Brussels.
    19. Kym Anderson & Anna Strutt, 2012. "Agriculture and Food Security in Asia by 2030," Macroeconomics Working Papers 23309, East Asian Bureau of Economic Research.
    20. Dhoubhadel, Sunil P. & Taheripour, Farzad & Stockton, Mathew C., 2016. "Livestock Demand, Global Land Use, and Induced Greenhouse Gas Emissions," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235271, Agricultural and Applied Economics Association.

    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:ags:pugtwp:331853. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/gtpurus.html .

    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.