IMF Publications by Author
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Yang Liu:
2024
Title: Mending the Crystal Ball: Enhanced Inflation Forecasts with Machine Learning
Series: Working Paper No. 2024/206
Date: September 27, 2024
Subject: Consumer price indexes Econometric analysis Econometric models Economic forecasting Exchange rates Foreign exchange Inflation Inflation persistence Labor Machine learning Output gap Prices Producer price indexes Production Technology Unemployment rate
Title: Enhancing IMF Economics Training: AI-Powered Analysis of Qualitative Learner Feedback
Series: Working Paper No. 2024/166
Date: August 2, 2024
Subject: Artificial intelligence Automation Information systems and platforms Machine learning Technology
2023
Title: Optimal Taxation of Inflation
Series: Working Paper No. 2023/254
Date: December 8, 2023
Subject: Inflation Labor Output gap Prices Production Sticky prices Wage adjustments Wages
Title: Banks’ Joint Exposure to Market and Run Risk
Series: Working Paper No. 2023/200
Date: September 22, 2023
Subject: Bonds Financial institutions Financial regulation and supervision Market risk Public debt Securities Sovereign bonds
Title: Financial Heterogeneity, Investment, and Firm Interactions
Series: Working Paper No. 2023/110
Date: May 26, 2023
Subject: Capital spending Commodity markets Competition Expenditure Financial markets Government debt management Production Productivity Public financial management (PFM)
Title: The Rise and Impact of Fintech in Latin America
Series: Fintech Notes No 2023/003
Date: March 29, 2023
Subject: Economic sectors Financial regulation and supervision Financial sector policy and analysis
2022
Title: Housing Boom and Headline Inflation: Insights from Machine Learning
Series: Working Paper No. 2022/151
Date: July 28, 2022
Subject: Consumer price indexes Economic forecasting Housing Housing prices Inflation National accounts Prices
Title: Tracking Economic and Financial Policies During COVID-19: An Announcement-Level Database
Series: Working Paper No. 2022/114
Date: June 3, 2022
Subject: Central bank policy rate Countercyclical capital buffers COVID-19 Financial regulation and supervision Financial services Fiscal policy Health Monetary policy Reserve requirements
Title: Supply Chains and Port Congestion Around the World
Series: Working Paper No. 2022/059
Date: March 25, 2022
Subject: COVID-19 Economic theory Health Infrastructure Labor Labor shortages National accounts Supply shocks Tariffs Taxes
2021
Title: COVID-19 Containment Measures and Expected Stock Volatility: High-Frequency Evidence from Selected Advanced Economies
Series: Working Paper No. 2021/157
Date: June 4, 2021
Subject: Economic sectors Financial crises
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