IMF Publications by Author
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Yao, Jiaxiong:
2022
Title: Measuring Quarterly Economic Growth from Outer Space
Series: Working Paper No. 2022/109
Date: June 3, 2022
Subject: COVID-19 Econometric analysis GDP measurement Health National accounts Population and demographics Vector autoregression
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: Structural Breaks in Carbon Emissions: A Machine Learning Analysis
Series: Working Paper No. 2022/009
Date: January 21, 2022
Subject: Carbon tax Climate change Climate policy Environment Greenhouse gas emissions Machine learning Taxes Technology
2021
Title: Electricity Consumption and Temperature: Evidence from Satellite Data
Series: Working Paper No. 2021/022
Date: February 5, 2021
Subject: Climate change Consumption Electricity Income Population and demographics
2019
Title: Illuminating Economic Growth
Series: Working Paper No. 2019/077
Date: April 9, 2019
Subject: Economic sectors GDP measurement Income Informal economy National accounts Personal income
2018
Title: Estimates of Potential Output and the Neutral Rate for the U.S. Economy
Series: Working Paper No. 2018/152
Date: July 6, 2018
Subject: Capacity utilization Inflation Inflation targeting Monetary policy Output gap Potential output Prices Production Real interest rates
Title: A Central Fiscal Stabilization Capacity for the Euro Area
Series: Staff Discussion Notes No. 2018/003
Date: March 26, 2018
Subject: Financial sector policy and analysis Fiscal policy Fiscal rules Fiscal stabilization Labor National accounts Output gap Production Return on investment Stress testing Unemployment rate
2017
Title: Multivariate Filter Estimation of Potential Output for the United States
Series: Working Paper No. 2017/106
Date: May 4, 2017
Subject: Capacity utilization Financial crises Global financial crisis of 2008-2009 Inflation Output gap Potential output Prices Production
Title: Oil Prices and the Global Economy
Series: Working Paper No. 2017/015
Date: January 27, 2017
Subject: Commodities Economic sectors Economic theory Natural gas sector Oil Oil prices Oil production Prices Production Supply elasticity