IMF Publications by Subject
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Machine learning:
2024
Title: Harnessing Satellite Data to Improve Social Assistance Targeting in the Eastern Caribbean
Series: Working Paper No. 2024/084
Date: April 5, 2024
Subject: Environment Income Machine learning National accounts Natural disasters Population and demographics Technology
Title: The Economic Impacts and the Regulation of AI: A Review of the Academic Literature and Policy Actions
Series: Working Paper No. 2024/065
Date: March 22, 2024
Subject: Artificial intelligence Automation Machine learning Production Productivity Technology
Title: Predicting IMF-Supported Programs: A Machine Learning Approach
Series: Working Paper No. 2024/054
Date: March 8, 2024
Subject: Data processing Early warning systems Economic and financial statistics Emergency assistance Financial crises Foreign aid Global financial crisis of 2008-2009 Machine learning Technology
Title: Tax Administration: Essential Analytics for Compliance Risk Management
Series: Technical Notes and Manuals No. 2024/001
Date: February 26, 2024
Subject: Compliance risk management Expenditure Machine learning Revenue administration Tax administration core functions Taxes Technology Value-added tax
Title: Political Fragility: Coups d’État and Their Drivers
Series: Working Paper No. 2024/034
Date: February 16, 2024
Subject: Environment Fiscal policy Fiscal stance Income Machine learning National accounts Population and demographics Technology
2023
Title: Reported Social Unrest Index: August 2023 Update
Series: Working Paper No. 2023/168
Date: August 18, 2023
Subject: COVID-19 Expenditure Financial markets Health Machine learning Pension reform Pension spending Stock markets Technology
Title: How Nations Become Fragile: An AI-Augmented Bird’s-Eye View (with a Case Study of South Sudan)
Series: Working Paper No. 2023/167
Date: August 11, 2023
Subject: Artificial intelligence Artificial intelligence and machine learning Machine learning Population and demographics Technology
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
Title: Shocks to Inflation Expectations
Series: Working Paper No. 2022/072
Date: April 29, 2022
Subject: Econometric analysis Economic theory Inflation Machine learning Neoclassical theory Prices Rational expectations Technology Vector autoregression
Title: Nowcasting GDP - A Scalable Approach Using DFM, Machine Learning and Novel Data, Applied to European Economies
Series: Working Paper No. 2022/052
Date: March 11, 2022
Subject: Business cycles COVID-19 Econometric analysis Economic forecasting Economic growth Factor models Health Machine learning Technology