IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v19y2002i3p375-398.html
   My bibliography  Save this article

Parameter estimation for a computable general equilibrium model: a maximum entropy approach

Author

Listed:
  • Arndt, Channing
  • Robinson, Sherman
  • Tarp, Finn

Abstract

We introduce a maximum entropy approach to parameter estimation for computable general equilibrium (CGE) models. The approach applies information theory to estimating a system of nonlinear simultaneous equations. It has a number of advantages. First, it imposes all general equilibrium constraints. Second, it permits incorporation of prior information on parameter values. Third, it can be applied in the absence of copious data. Finally, it supplies measures of the capacity of the model to reproduce the historical record and the statistical significance of parameter estimates. The method is applied to estimating a CGE model of Mozambique.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Arndt, Channing & Robinson, Sherman & Tarp, Finn, 2002. "Parameter estimation for a computable general equilibrium model: a maximum entropy approach," Economic Modelling, Elsevier, vol. 19(3), pages 375-398, May.
  • Handle: RePEc:eee:ecmode:v:19:y:2002:i:3:p:375-398
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264-9993(01)00068-2
    Download Restriction: Full text for ScienceDirect subscribers only

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Roberts, Barbara M, 1994. "Calibration Procedure and the Robustness of CGE Models: Simulations with a Model for Poland," Economic Change and Restructuring, Springer, vol. 27(3), pages 189-210.
    2. Chris M. Alaouze, 1977. "Estimates of the elasticity of substitution between imported and domestically produced goods classified at the input-output level of aggregation," Centre of Policy Studies/IMPACT Centre Working Papers o-13, Victoria University, Centre of Policy Studies/IMPACT Centre.
    3. Kehoe, Timothy J & Polo, Clemente & Sancho, Ferran, 1995. "An Evaluation of the Performance of an Applied General Equilibrium Model of the Spanish Economy," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 6(1), pages 115-141, June.
    4. Lars Peter Hansen & James J. Heckman, 1996. "The Empirical Foundations of Calibration," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 87-104, Winter.
    5. C. Arndt & H.T. Jensen & S. Robinson & F. Tarp, 2000. "Marketing Margins and Agricultural Technology in Mozambique," Journal of Development Studies, Taylor & Francis Journals, vol. 37(1), pages 121-137, October.
    6. Clinton Shiells & Robert Stern & Alan Deardorff, 1989. "Estimates of the elasticities of substitution between imports and home goods for the United States: Reply," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 125(2), pages 371-374, June.
    7. McKitrick, Ross R., 1998. "The econometric critique of computable general equilibrium modeling: the role of functional forms," Economic Modelling, Elsevier, vol. 15(4), pages 543-573, October.
    8. Chris M. Alaouze, 1976. "Estimation of the elasticity of substitution between imported and domestically produced intermediate inputs," Centre of Policy Studies/IMPACT Centre Working Papers op-07, Victoria University, Centre of Policy Studies/IMPACT Centre.
    9. Arndt, Channing & Robinson, Sherman & Tarp, Finn, 2002. "Parameter estimation for a computable general equilibrium model: a maximum entropy approach," Economic Modelling, Elsevier, vol. 19(3), pages 375-398, May.
    10. Clinton R. Shiells & Kenneth A. Reinert, 1993. "Armington Models and Terms-of-Trade Effects: Some Econometric Evidence for North America," Canadian Journal of Economics, Canadian Economics Association, vol. 26(2), pages 299-316, May.
    11. Channing Arndt & Henning Tarp Jensen & Finn Tarp, 2000. "Stabilization and structural adjustment in Mozambique: an appraisal," Journal of International Development, John Wiley & Sons, Ltd., vol. 12(3), pages 299-323, April.
    12. Hendry, David F, 1997. "The Econometrics of Macroeconomic Forecasting," Economic Journal, Royal Economic Society, vol. 107(444), pages 1330-1357, September.
    13. Shiells, Clinton R, 1991. "Errors in Import-Demand Estimates Based upon Unit-Value Indexes," The Review of Economics and Statistics, MIT Press, vol. 73(2), pages 378-382, May.
    14. Zellner, A., 1988. "Optimal Information-Processing And Bayes' Theorem," Papers m8803, Southern California - Department of Economics.
    15. Paul V. Preckel, 2001. "Least Squares and Entropy: A Penalty Function Perspective," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 366-377.
    Full references (including those not matched with items on IDEAS)

    More about this item

    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:eee:ecmode:v:19:y:2002:i:3:p:375-398. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Dana Niculescu). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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 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.

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.