Deus ex Machina? : A Framework for Macro Forecasting with Machine Learning /
We develop a framework to nowcast (and forecast) economic variables with machine learning techniques. We explain how machine learning methods can address common shortcomings of traditional OLS-based models and use several machine learning models to predict real output growth with lower forecast erro...
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| Format: | Journal |
| Language: | English |
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Washington, D.C. :
International Monetary Fund,
2020.
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| Series: | IMF Working Papers; Working Paper ;
No. 2020/045 |
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| Online Access: | Full text available on IMF |