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. Mustafa Babiker & John Reilly & Laurent Viguier, 2004. "Is International Emissions Trading Always Beneficial?," The Energy Journal, , vol. 25(2), pages 33-56, April.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    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. Sergey Paltsev, 2016. "Energy Scenarios: The Value and Limits of Scenario Analysis," EcoMod2016 9371, EcoMod.
    2. Vielle, Marc & Viguier, Laurent, 2007. "On the climate change effects of high oil prices," Energy Policy, Elsevier, vol. 35(2), pages 844-849, February.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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).
    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. Eromenko, Igor, 2010. "Accession to the WTO. Computable General Equilibrium Analysis: the Case of Ukraine. Part I," MPRA Paper 67476, University Library of Munich, Germany.
    11. Ianchovichina, Elena, 2004. "Trade policy analysis in the presence of duty drawbacks," Journal of Policy Modeling, Elsevier, vol. 26(3), pages 353-371, April.
    12. Ivanic, Maros & Martin, Will, 2010. "Promoting Global Agricultural Growth and Poverty Reduction," Conference papers 331944, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    13. Ronald D. Sands & Katja Schumacher & Hannah Forster, 2014. "U.S. CO2 Mitigation in a Global Context: Welfare, Trade and Land Use," The Energy Journal, , vol. 35(1_suppl), pages 181-198, June.
    14. Sergey Paltsev & John Reilly, 2007. "Long-Term Energy Scenarios for Asia," Energy and Environmental Modeling 2007 24000047, EcoMod.
    15. 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.
    16. Gruere, Guillaume P. & Mevel, Simon & Bouet, Antoine, 2007. "Genetically Modified Rice, International Trade, and First-Mover Advantage: The Case of India and China," 2007: China's Agricultural Trade: Issues and Prospects Symposium, July 2007, Beijing, China 55032, International Agricultural Trade Research Consortium.
    17. Peterson, Everett B., 2004. "A Comparison of Marketing Margins Across Sectors, Users, and Regions," Conference papers 331224, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    18. 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.
    19. 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.
    20. Knut Einar Rosendahl & Jon Strand, 2011. "Carbon Leakage from the Clean Development Mechanism," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 27-50.

    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.