IMF Publications by Author
Browse by Subject
Tiffin, J 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
Subject: COVID-19 Economic forecasting Foreign exchange Health Machine learning Oil prices Prices Real effective exchange rates Technology
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
2016
Title: Learning to Live with Cheaper Oil: Policy Adjustment in MENA and CCA Oil-Exporting Countries
Series: Departmental Paper No. 2016/008
Date: June 8, 2016
Subject: Commodities Expenditure Fiscal consolidation Fiscal policy Government debt management Oil Oil prices Prices Public financial management (PFM)
Title: Seeing in the Dark: A Machine-Learning Approach to Nowcasting in Lebanon
Series: Working Paper No. 2016/056
Date: March 8, 2016
Subject: Cyclical indicators Economic forecasting Economic growth Machine learning Technology
2014
Title: European Productivity, Innovation and Competitiveness: The Case of Italy
Series: Working Paper No. 2014/079
Date: May 9, 2014
Subject: Competition Export performance Exports Financial markets International trade
2006
Title: Ukraine: The Cost of Weak Institutions
Series: Working Paper No. 2006/167
Date: July 1, 2006
Subject: Human capital Personal income Productivity Public expenditure review Technology
2003
Title: The Link Between Adherence to International Standards of Good Practice, Foreign Exchange Spreads, and Ratings
Series: Working Paper No. 2003/074
Date: April 1, 2003
Subject: Accounting standards Credit ratings Economic and financial statistics Financial regulation and supervision Foreign exchange Money Public financial management (PFM) Special Data Dissemination Standard (SDDS)