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Estimation errors in input–output tables and prediction errors in computable general equilibrium analysis

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  • Hosoe, Nobuhiro

Abstract

We used 1995–2000–2005 linked input–output (IO) tables for Japan to examine estimation errors of updated IO tables and the resulting prediction errors in computable general equilibrium (CGE) analysis developed with updated IO tables. As we usually have no true IO tables for the target year and therefore need to estimate them, we cannot evaluate estimation errors of updated IO tables without comparing the updated ones with the true ones. However, using the linked IO tables covering three different years enables us to make this comparison. Our experiments showed that IO tables estimated with more detailed and recent data contained smaller estimation errors and led to smaller quantitative prediction errors in CGE analysis. Despite the quantitative prediction errors, prediction was found to be qualitatively correct. As for the performance of updating techniques of IO tables, a cross-entropy method often outperformed a least-squares method in IO estimation with only aggregate data for the target year but did not necessarily outperform the least-squares method in CGE prediction.

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  • Hosoe, Nobuhiro, 2014. "Estimation errors in input–output tables and prediction errors in computable general equilibrium analysis," Economic Modelling, Elsevier, vol. 42(C), pages 277-286.
    • Handle: RePEc:eee:ecmode:v:42:y:2014:i:c:p:277-286
    DOI: 10.1016/j.econmod.2014.07.012
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    References listed on IDEAS

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    1. Randall Jackson & Alan Murray, 2004. "Alternative Input-Output Matrix Updating Formulations," Economic Systems Research, Taylor & Francis Journals, vol. 16(2), pages 135-148.
    2. repec:rre:publsh:v:34:y:2004:i:1:p:37-56 is not listed on IDEAS
    3. Jalili, Ali Reza, 2000. "Evaluating Relative Performances of Four Non-survey Techniques of Updating Input-Output Coefficients," Economic Change and Restructuring, Springer, vol. 33(3), pages 221-237.
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    6. Ali Jalili, 2000. "Evaluating Relative Performances of Four Non-Survey Techniques of Updating Input-Output Coefficients," Economic Change and Restructuring, Springer, vol. 33(3), pages 221-237, October.
    7. Nobuhiro Hosoe & Kenji Gasawa & Hideo Hashimoto, 2010. "Textbook of Computable General Equilibrium Modelling," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-28165-3, December.
    8. Andrea Bonfiglio & Francesco Chelli, 2008. "Assessing the Behaviour of Non-Survey Methods for Constructing Regional Input-Output Tables through a Monte Carlo Simulation," Economic Systems Research, Taylor & Francis Journals, vol. 20(3), pages 243-258.
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    3. Anthony T. Flegg & Guiseppe R. Lamonica & Francesco M. Chelli & Maria C. Recchioni & Timo Tohmo, 2021. "A new approach to modelling the input–output structure of regional economies using non-survey methods," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 10(1), pages 1-31, December.
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    5. Lin, Boqiang & Jia, Zhijie, 2019. "Impacts of carbon price level in carbon emission trading market," Applied Energy, Elsevier, vol. 239(C), pages 157-170.

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