Jiaxiong Yao

International Monetary Fund (IMF)

700 19th Street, N.W.

Washington, DC 20431

United States

SCHOLARLY PAPERS

8

DOWNLOADS

414

SSRN CITATIONS

2

CROSSREF CITATIONS

0

Scholarly Papers (8)

1.

Oil Prices and the Global Economy

IMF Working Paper No. 17/15
Number of pages: 31 Posted: 23 Mar 2017
World Bank - African Development Bank, International Monetary Fund (IMF) - Research Department, International Monetary Fund (IMF), CBA, International Monetary Fund (IMF) and International Monetary Fund (IMF)
Downloads 226 (188,762)

Abstract:

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Oil prices, Oil sector, Supply and demand, Oil production, Econometric models, Oil market; macroeconomic model; depletion; consumption efficiency; technology; cycle.

2.

Illuminating Economic Growth

IMF Working Paper No. 19/77
Number of pages: 58 Posted: 02 Jun 2019
Yingyao Hu and Jiaxiong Yao
Johns Hopkins University - Department of Economics and International Monetary Fund (IMF)
Downloads 64 (468,370)
Citation 2

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Low income countries, Economic growth, Development, Emerging markets, Technological innovation, Nighttime lights, measurement error, GDP per capita., real GDP, optimal weight, income country, official measure, middle income country

3.

Multivariate Filter Estimation of Potential Output for the United States

IMF Working Paper No. 17/106
Number of pages: 26 Posted: 16 Oct 2017
International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF) - Research Department, International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF) and International Monetary Fund (IMF)
Downloads 27 (649,908)

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Potential output, Monetary policy, Economic models, United States, Macroeconomic Modeling, Model Construction and Estimation, Monetary Policy (Targets, Instruments, and Effects)

4.

Electricity Consumption and Temperature: Evidence from Satellite Data

IMF Working Paper No. 2021/022
Number of pages: 39 Posted: 09 Mar 2021
Jiaxiong Yao
International Monetary Fund (IMF)
Downloads 25 (664,128)

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5.

Overcoming Data Sparsity: A Machine Learning Approach to Track the Real-Time Impact of COVID-19 in Sub-Saharan Africa

IMF Working Paper No. 2022/088
Number of pages: 23 Posted: 25 May 2022
International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF) and International Monetary Fund (IMF)
Downloads 23 (678,952)

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Sub-Saharan Africa, Economic Activity, GDP, Machine Learning, Nowcasting, COVID-19, machine learning approach, data sparsity, GDP statistics, crisis in Sub-Saharan Africa, learning framework, Oil prices, Real effective exchange rates, Africa, Global

6.

Structural Breaks in Carbon Emissions: A Machine Learning Analysis

IMF Working Paper No. 2022/009
Number of pages: 48 Posted: 30 Mar 2022
Jiaxiong Yao and Yunhui Zhao
International Monetary Fund (IMF) and International Monetary Fund (IMF)
Downloads 19 (710,213)

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Climate Policies, Carbon Emissions, Machine Learning, Structural Break, Kaya Identity, machine learning methodology, machine learning analysis, user-friendly machine-learning tool, emission level, energy intensity, Greenhouse gas emissions, Climate policy, Climate change, Carbon tax, Machine learning, Global

7.

Measuring Quarterly Economic Growth from Outer Space

IMF Working Paper No. 2022/109
Number of pages: 45 Posted: 15 Jun 2022
Robert Beyer, Yingyao Hu and Jiaxiong Yao
World Bank - South Asia Chief Economist Office, Johns Hopkins University - Department of Economics and International Monetary Fund (IMF)
Downloads 18 (718,306)

Abstract:

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Nighttime lights, economic measurement, quarterly GDP, national accounts, COVID-19.

8.

A New Strategy for Korea's Fiscal Policy in a Low Growth Environment

IMF Working Paper No. 18/91
Number of pages: 28 Posted: 23 May 2018
International Monetary Fund (IMF), International Monetary Fund (IMF), International Monetary Fund (IMF) - Research Department, International Monetary Fund (IMF) and International Monetary Fund (IMF)
Downloads 12 (771,305)

Abstract:

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Asia and Pacific, Korea, Republic of, aging; long-term fiscal sustainability; structural reforms; potential output, aging, long-term fiscal sustainability, structural reforms, potential output, Forecasting and Simulation