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Brett Rayner

George Washington University

2121 I Street NW

Washington, DC 20052

United States

SCHOLARLY PAPERS

3

DOWNLOADS

513

TOTAL CITATIONS

1

Scholarly Papers (3)

1.

Deus Ex Machina? A Framework for Macro Forecasting with Machine Learning

IMF Working Paper No. 20/45
Number of pages: 26 Posted: 20 Apr 2020
Marijn Bolhuis and Brett Rayner
University of Toronto, Department of Economics, Students and George Washington University
Downloads 209 (371,583)

Abstract:

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Production growth, Capacity utilization, Economic growth, Stock markets, Emerging markets, Forecasts, Nowcasting, Machine learning, GDP growth, Cross-validation, Random Forest, Ensemble, Turkey., WP, forecast error, factor model, predictor, forecast, OLS

2.

Grants, Remittances, and the Equilibrium Real Exchange Rate in Sub-Saharan African Countries

IMF Working Paper No. 09/75
Number of pages: 29 Posted: 28 Apr 2009
Joannes Mongardini and Brett Rayner
International Monetary Fund (IMF) and George Washington University
Downloads 207 (371,583)

Abstract:

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Capital inflows, Sub-Saharan Africa, Low-income developing countries, Inward remittances, Real effective exchange rates, Development assistance, Millennium Development Goals, Economic models

3.

The More the Merrier? A Machine Learning Algorithm for Optimal Pooling of Panel Data

IMF Working Paper No. 20/44
Number of pages: 22 Posted: 24 Apr 2020
Marijn Bolhuis and Brett Rayner
University of Toronto, Department of Economics, Students and George Washington University
Downloads 97 (709,832)
Citation 1

Abstract:

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Economic models, Production growth, Developing countries, Emerging markets, Data analysis, Machine learning, GDP growth, forecasts, panel data, pooling., WP, forecast error, DGP, forecast, economic structure, output growth