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Putting quantitative models to the test: An application to Trump's trade war

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Listed:
  • Rodrigo Adao
  • Arnaud Costinot
  • Dave Donaldson

Abstract

The primary motivation behind quantitative modeling in international trade and many other fields is to shed light on the economic consequences of policy changes. To help assess and potentially strengthen the credibility of such quantitative predictions we introduce an IV-based goodness-of-fit measure that provides the basis for testing causal predictions in arbitrary general-equilibrium environments as well as for estimating the average misspecification in these predictions. As an illustration of how to use our IV-based goodness-of-fit measure in practice, we revisit the welfare consequences of Trump's trade war predicted by Fajgelbaum et al. (2020).

Suggested Citation

  • Rodrigo Adao & Arnaud Costinot & Dave Donaldson, 2024. "Putting quantitative models to the test: An application to Trump's trade war," CEP Discussion Papers dp2002, Centre for Economic Performance, LSE.
  • Handle: RePEc:cep:cepdps:dp2002
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    1. Petia Topalova, 2010. "Factor Immobility and Regional Impacts of Trade Liberalization: Evidence on Poverty from India," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 1-41, October.
    2. Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148, Elsevier.
    3. Pinelopi K. Goldberg & Nina Pavcnik, 2016. "The Effects of Trade Policy," NBER Working Papers 21957, National Bureau of Economic Research, Inc.
    4. Timothy J. Kehoe & Pau S. Pujolàs & Jack Rossbach, 2017. "Quantitative Trade Models: Developments and Challenges," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 295-325, September.
    5. Bresnahan, Timothy F., 1982. "The oligopoly solution concept is identified," Economics Letters, Elsevier, vol. 10(1-2), pages 87-92.
    6. Steven T. Berry & Philip A. Haile, 2014. "Identification in Differentiated Products Markets Using Market Level Data," Econometrica, Econometric Society, vol. 82, pages 1749-1797, September.
    7. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    8. Emi Nakamura & J?n Steinsson, 2014. "Fiscal Stimulus in a Monetary Union: Evidence from US Regions," American Economic Review, American Economic Association, vol. 104(3), pages 753-792, March.
    9. Rodrigo Adão & Michal Kolesár & Eduardo Morales, 2019. "Shift-Share Designs: Theory and Inference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1949-2010.
    10. Brian, McCaig, 2011. "Exporting out of poverty: Provincial poverty in Vietnam and U.S. market access," Journal of International Economics, Elsevier, vol. 85(1), pages 102-113, September.
    11. 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.
    12. Kenneth I. Wolpin & Petra E. Todd, 2006. "Assessing the Impact of a School Subsidy Program in Mexico: Using a Social Experiment to Validate a Dynamic Behavioral Model of Child Schooling and Fertility," American Economic Review, American Economic Association, vol. 96(5), pages 1384-1417, December.
    13. Brian K. Kovak, 2013. "Regional Effects of Trade Reform: What Is the Correct Measure of Liberalization?," American Economic Review, American Economic Association, vol. 103(5), pages 1960-1976, August.
    14. Shoven, John B & Whalley, John, 1984. "Applied General-Equilibrium Models of Taxation and International Trade: An Introduction and Survey," Journal of Economic Literature, American Economic Association, vol. 22(3), pages 1007-1051, September.
    15. Kehoe,Timothy J. & Srinivasan,T. N. & Whalley,John (ed.), 2005. "Frontiers in Applied General Equilibrium Modeling," Cambridge Books, Cambridge University Press, number 9780521825252, October.
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    Cited by:

    1. Adao, Rodrigo & Costinot, Arnaud & Donaldson, Dave & Sturm Becko, John, 2023. "Why is Trade Not Free? A Revealed Preference Approach," CEPR Discussion Papers 18567, C.E.P.R. Discussion Papers.
    2. Adao, Rodrigo & Costinot, Arnaud & Donaldson, Dave & Sturm Becko, John, 2023. "Why is Trade Not Free? A Revealed Preference Approach," CEPR Discussion Papers 18567, C.E.P.R. Discussion Papers.

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    More about this item

    Keywords

    international trade; urban economics; testing economic models;
    All these keywords.

    JEL classification:

    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • C68 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computable General Equilibrium Models
    • E17 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Forecasting and Simulation: Models and Applications
    • F10 - International Economics - - Trade - - - General
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General

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