IMF Publications by Subject
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Early warning systems:
2024
Title: Japan: Financial Sector Assessment Program-Technical Note on Banking Supervision and Regulation Selected Issues
Series: Country Report No. 2024/112
Date: May 13, 2024
Subject: Capital adequacy requirements Commercial banks Early warning systems Financial crises Financial institutions Financial regulation and supervision Financial Sector Assessment Program Financial sector policy and analysis Financial stability assessment International organization Monetary policy
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
2023
Title: Predicting Financial Crises: The Role of Asset Prices
Series: Working Paper No. 2023/157
Date: August 4, 2023
Subject: Asset prices Credit Early warning systems Financial crises Money Prices Systemic crises
2021
Title: Restructuring and Insolvency in Europe: Policy Options in the Implementation of the EU Directive
Series: Working Paper No. 2021/152
Date: May 27, 2021
Subject: Corporate insolvency Data collection Early warning systems Economic and financial statistics Financial crises Financial sector policy and analysis Solvency
Title: How to Assess Country Risk: The Vulnerability Exercise Approach Using Machine Learning
Series: Technical Notes and Manuals No. 2021/003
Date: May 7, 2021
Subject: Balance of payments Banking crises Early warning systems Expenditure Financial crises Global financial crisis of 2008-2009 Revenue administration Sudden stops
2020
Title: Predicting Macroeconomic and Macrofinancial Stress in Low-Income Countries
Series: Working Paper No. 2020/289
Date: December 18, 2020
Subject: Banking crises Commodity prices Early warning systems Economic sectors Financial crises Inflation Prices
Title: UnFEAR: Unsupervised Feature Extraction Clustering with an Application to Crisis Regimes Classification
Series: Working Paper No. 2020/262
Date: November 25, 2020
Subject: Early warning systems Economic and financial statistics Financial crises Financial statistics Machine learning Technology
Title: A TIP Against the COVID-19 Pandemic
Series: Working Paper No. 2020/114
Date: July 3, 2020
Subject: COVID-19 Early warning systems Expenditure Financial crises Health Labor Population and demographics Public expenditure review
2019
Title: News-based Sentiment Indicators
Series: Working Paper No. 2019/273
Date: December 6, 2019
Subject: Banking crises Early warning systems Financial crises Financial regulation and supervision Global financial crisis of 2008-2009 Hedging
2018
Title: Predicting Fiscal Crises
Series: Working Paper No. 2018/181
Date: August 3, 2018
Subject: Cyclical indicators Early warning systems Expenditure Financial crises Output gap