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Using Machine Learning to Capture Heterogeneity in Trade Agreements

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  • Baier, Scott
  • Regmi, Narendra

    (Mercury Publication)

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  • Baier, Scott & Regmi, Narendra, 2021. "Using Machine Learning to Capture Heterogeneity in Trade Agreements," Working Papers 11027, George Mason University, Mercatus Center.
    • Handle: RePEc:ajw:wpaper:11027
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    1. Gianluca Orefice & Nadia Rocha, 2014. "Deep Integration and Production Networks: An Empirical Analysis," The World Economy, Wiley Blackwell, vol. 37(1), pages 106-136, January.
    2. Anderson, James E. & Yotov, Yoto V., 2016. "Terms of trade and global efficiency effects of free trade agreements, 1990–2002," Journal of International Economics, Elsevier, vol. 99(C), pages 279-298.
    3. Henrik Horn & Petros C. Mavroidis & André Sapir, 2010. "Beyond the WTO? An Anatomy of EU and US Preferential Trade Agreements," The World Economy, Wiley Blackwell, vol. 33(11), pages 1565-1588, November.
    4. Brada, Josef C & Mendez, Jose A, 1985. "Economic Integration among Developed, Developing and Centrally Planned Economies: A Comparative Analysis," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 549-556, November.
    5. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    6. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    7. Aaditya Mattoo & Alen Mulabdic & Michele Ruta, 2022. "Trade creation and trade diversion in deep agreements," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(3), pages 1598-1637, August.
    8. Bergstrand, Jeffrey H, 1985. "The Gravity Equation in International Trade: Some Microeconomic Foundations and Empirical Evidence," The Review of Economics and Statistics, MIT Press, vol. 67(3), pages 474-481, August.
    9. Trefler, Daniel, 1993. "Trade Liberalization and the Theory of Endogenous Protection: An Econometric Study of U.S. Import Policy," Journal of Political Economy, University of Chicago Press, vol. 101(1), pages 138-160, February.
    10. Baier, Scott L. & Yotov, Yoto V. & Zylkin, Thomas, 2019. "On the widely differing effects of free trade agreements: Lessons from twenty years of trade integration," Journal of International Economics, Elsevier, vol. 116(C), pages 206-226.
    11. Tristan Kohl & Steven Brakman & Harry Garretsen, 2016. "Do Trade Agreements Stimulate International Trade Differently? Evidence from 296 Trade Agreements," The World Economy, Wiley Blackwell, vol. 39(1), pages 97-131, January.
    12. Baier, Scott L. & Bergstrand, Jeffrey H. & Feng, Michael, 2014. "Economic integration agreements and the margins of international trade," Journal of International Economics, Elsevier, vol. 93(2), pages 339-350.
    13. Baier, Scott L. & Bergstrand, Jeffrey H. & Clance, Matthew W., 2018. "Heterogeneous effects of economic integration agreements," Journal of Development Economics, Elsevier, vol. 135(C), pages 587-608.
    14. Peter Egger & Mario Larch & Kevin E. Staub & Rainer Winkelmann, 2011. "The Trade Effects of Endogenous Preferential Trade Agreements," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 113-143, August.
    15. James E. Anderson & Catherine A. Milot & Yoto V. Yotov, 2011. "The Incidence of Geography on Canada's Services Trade," NBER Working Papers 17630, National Bureau of Economic Research, Inc.
    16. Hofmann, Claudia & Osnago, Alberto & Ruta, Michele, 2019. "The Content of Preferential Trade Agreements," World Trade Review, Cambridge University Press, vol. 18(3), pages 365-398, July.
    17. Frankel, Jeffrey & Stein, Ernesto & Wei, Shang-jin, 1995. "Trading blocs and the Americas: The natural, the unnatural, and the super-natural," Journal of Development Economics, Elsevier, vol. 47(1), pages 61-95, June.
    18. Baier, Scott L. & Bergstrand, Jeffrey H., 2007. "Do free trade agreements actually increase members' international trade?," Journal of International Economics, Elsevier, vol. 71(1), pages 72-95, March.
    19. Daniel H. Rosen & Nicholas Lardy, 2004. "Prospects for a US-Taiwan Free Trade Agreement," Peterson Institute Press: All Books, Peterson Institute for International Economics, number pa73, April.
    20. Tristan Kohl, 2014. "Do we really know that trade agreements increase trade?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(3), pages 443-469, August.
    21. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    22. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-116, March.
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    1. Díaz-Mora Carmen & Esteve-Pérez Silviano & Gil-Pareja Salvador, 2024. "Exploring the Heterogeneous Impact of Trade Agreements on Trade: Depth Matters," Economics - The Open-Access, Open-Assessment Journal, De Gruyter, vol. 18(1), pages 1-13, January.
    2. Qing Qin & Lingxiao Li, 2024. "Mathematical Limitations of Gravity Model in Constructing Regional Association Networks: A Case Study," Mathematics, MDPI, vol. 12(20), pages 1-20, October.

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    More about this item

    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations

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