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Using machine learning to assess the impact of deep trade agreements
VoxEU Column

Using machine learning to assess the impact of deep trade agreements

  • Holger Breinlich
  • Valentina Corradi
  • Nadia Rocha
  • Michele Ruta
  • JMC Santos Silva
  • Thomas Zylkin

8 Jul 2022
Default DP card
Discussion paper

DP17325 Machine Learning in International Trade Research - Evaluating the Impact of Trade Agreements

  • Holger Breinlich
  • Valentina Corradi
  • Nadia Rocha
  • Michele Ruta
  • Thomas Zylkin
  • JMC Santos Silva

23 May 2022
  • International Trade and Regional Economics
  • F14
  • F15
  • F17
Ukraine2%20Espitia.png
VoxEU Column

Widespread food insecurity is not inevitable: Avoid escalating food export curbs

  • Michele Ruta
  • Simon Evenett
  • Nadia Rocha
  • Alvaro Espitia

4 May 2022
  • Politics and economics
  • International trade
  • Poverty and Income Inequality
The Economics of Deep Trade Agreements
Book

Vox eBooks

The Economics of Deep Trade Agreements

  • Ana Fernandes
  • Nadia Rocha
  • Michele Ruta

23 Jun 2021
  • Introduction: The Economics of Deep Trade Agreements
  • The enduring role of international integration in development
  • Quantifying the impact of deep trade agreements: A general equilibrium approach
  • Using machine learning to assess the impact of deep trade agreements
  • Lobbying on Deep Trade Agreements: How Large Firms Buy Favourable Provisions
  • Global value chains and deep integration
  • Pro-competitive provisions in deep trade agreements
  • The impact of preferential trade agreements on the duration of antidumping protection
  • Trade facilitation provisions in deep trade agreements: Impact on Peru’s exporters
  • Heterogeneous impacts of sanitary and phyto-sanitary and technical barriers to trade regulations: Firm-level evidence from deep
  • Scoping services trade agreements: What really matters
  • Trade barriers in government procurement
  • The spillover effect of deep trade agreements on Chinese state-owned enterprises
  • How preferential trade agreements with strong intellectual property provisions affect trade
  • Deep integration in trade agreements: Labour clauses, tariffs, and trade flows
  • Trade agreements with environmental provisions mitigate deforestation
  • Why deep trade agreements may shape post-COVID-19 trade
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VoxEU Column

The economics of deep trade agreements: A new eBook

  • Nadia Rocha
  • Michele Ruta
  • Ana Fernandes

23 Jun 2021
  • International trade
AdobeStock_333684495.jpeg
VoxEU Column

Trade and Covid-19: Lessons from the first wave

  • Deborah Winkler
  • Michele Ruta
  • Aaditya Mattoo
  • Nadia Rocha
  • Alvaro Espitia

18 Jan 2021
  • COVID-19
  • International trade
AdobeStock_333556606.jpeg
VoxEU Column

Trade policy responses to the COVID-19 pandemic: Evidence from a new dataset

  • Filippo Santi
  • Anirudh Shingal
  • Nadia Rocha
  • Michele Ruta
  • Piotr Lukaszuk
  • Bernard Hoekman
  • Johannes Fritz
  • Matteo Fiorini
  • Simon Evenett

11 Dec 2020
  • COVID-19
  • International trade
ruta24mayfig2.png
VoxEU Column

COVID-19 and food protectionism

  • Nadia Rocha
  • Michele Ruta
  • Alvaro Espitia

24 May 2020
  • COVID-19
  • International trade
AdobeStock_328864540.jpeg
VoxEU Column

Trade and the COVID-19 crisis in developing countries

  • Nadia Rocha
  • Michele Ruta
  • Alvaro Espitia

9 Apr 2020
  • COVID-19
  • Development
  • International trade
40243288264_1f6eb9e84e_k.jpg
VoxEU Column

Assessing the preferences in preferential trade

  • Nadia Rocha
  • Xavier Pichot
  • Aaditya Mattoo
  • Mondher Mimouni
  • Alvaro Espitia

10 Jul 2019
  • Global economy
  • International trade
1024px-Prokudin-Gorskii-25.jpg
VoxEU Column

How the Belt and Road Initiative could reduce trade costs

  • Michele Ruta
  • Nadia Rocha
  • Alen Mulabdic
  • Siobhan Murray
  • Francois de Soyres

27 Nov 2018
  • International trade
AdobeStock_114530769.jpeg
VoxEU Column

Trade agreements and global production

  • Michele Ruta
  • Alberto Osnago
  • Nadia Rocha
  • Edith Laget

14 Jul 2018
  • International trade
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