IMF Publications by Author
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Tiffin, Andrew:
2022
Title: Overcoming Data Sparsity: A Machine Learning Approach to Track the Real-Time Impact of COVID-19 in Sub-Saharan Africa
Series: Working Paper No. 2022/088
Date: May 6, 2022
2019
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: Learning to Live with Cheaper Oil : Policy Adjustment in MENA and CCA Oil-Exporting Countries
Series: Departmental Paper No. 16/08
Date: February 12, 2019
Subject: Oil Oil exporting countries Oil exports Oil prices Oil producing countries Oil product prices Oil revenues
2016
Title: Seeing in the Dark : A Machine-Learning Approach to Nowcasting in Lebanon
Series: Working Paper No. 16/56
Date: March 8, 2016
Subject: Lebanon Middle East
2014
Title: European Productivity, Innovation and Competitiveness : The Case of Italy
Series: Working Paper No. 14/79
Date: May 9, 2014
Subject: Exports Global competitiveness Italy Labor costs Productivity
2006
Title: Ukraine : The Cost of Weak Institutions
Series: Working Paper No. 06/167
Date: July 1, 2006
Subject: Economic growth Investment Markets Total factor productivity Transition economies Ukraine
2003
Title: The Link Between Adherence to International Standards of Good Practice, Foreign Exchange Spreads, and Ratings
Series: Working Paper No. 03/74
Date: April 1, 2003
Subject: Credit ratings Crisis prevention Foreign exchange Standards and codes