IMF Publications by Subject
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Machine learning:
2020
Title: Intelligent Export Diversification: An Export Recommendation System with Machine Learning
Series: Working Paper No. 2020/175
Date: August 28, 2020
Subject: Comparative advantage Export diversification Exports International trade Machine learning National accounts Personal income Technology
Title: Deus ex Machina? A Framework for Macro Forecasting with Machine Learning
Series: Working Paper No. 2020/045
Date: February 28, 2020
Subject: Econometric analysis Economic forecasting Factor models Machine learning Technology
Title: The More the Merrier? A Machine Learning Algorithm for Optimal Pooling of Panel Data
Series: Working Paper No. 2020/044
Date: February 28, 2020
Subject: Machine learning Production Production growth Technology
Title: How Do Member Countries Receive IMF Policy Advice: Results from a State-of-the-art Sentiment Index
Series: Working Paper No. 2020/007
Date: January 17, 2020
Subject: Commodity price fluctuations Commodity prices Economic sectors Financial sector Financial Sector Assessment Program Financial sector policy and analysis Machine learning Prices Technology
Title: Debt Is Not Free
Series: Working Paper No. 2020/001
Date: January 3, 2020
Subject: External debt Financial crises Machine learning Personal income Public debt
2019
Title: Completing the Market: Generating Shadow CDS Spreads by Machine Learning
Series: Working Paper No. 2019/292
Date: December 27, 2019
Subject: Credit default swap Credit ratings Credit risk Financial markets Financial regulation and supervision Machine learning Money Stock markets Technology
Title: Machine Learning and Causality: The Impact of Financial Crises on Growth
Series: Working Paper No. 2019/228
Date: November 1, 2019
Subject: Exchange rate flexibility Financial crises Foreign exchange Machine learning Technology
Title: Digital Connectivity in sub-Saharan Africa: A Comparative Perspective
Series: Working Paper No. 2019/210
Date: September 27, 2019
Subject: Income Information technology in revenue administration Infrastructure Machine learning National accounts Population and demographics Revenue administration Technology
Title: FinTech in Financial Inclusion: Machine Learning Applications in Assessing Credit Risk
Series: Working Paper No. 2019/109
Date: May 17, 2019
Subject: Credit Credit ratings Credit risk Financial institutions Financial regulation and supervision Loans Machine learning Money Technology
2018
Title: An Algorithmic Crystal Ball: Forecasts-based on Machine Learning
Series: Working Paper No. 2018/230
Date: November 1, 2018
Subject: Artificial intelligence Economic forecasting Machine learning Technology