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Predicting Fiscal Crises: A Machine Learning Approach
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Type: BOOK - Published: 2021-05-27 - Publisher: International Monetary Fund

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In this paper I assess the ability of econometric and machine learning techniques to predict fiscal crises out of sample. I show that the econometric approaches
Machine Learning and Causality: The Impact of Financial Crises on Growth
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Machine learning tools are well known for their success in prediction. But prediction is not causation, and causal discovery is at the core of most questions co
The Feasibility of Predicting Financial Crises using Machine Learning
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Bachelor Thesis from the year 2024 in the subject Computer Science - Commercial Information Technology, grade: 1.0, Frankfurt School of Finance & Management, la
Surrogate Data Models: Interpreting Large-scale Machine Learning Crisis Prediction Models
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Machine learning models are becoming increasingly important in the prediction of economic crises. The models, however, use datasets comprising a large number of
Forecasting Fiscal Crises in Emerging Markets and Low-income Countries with Machine Learning Models
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Type: BOOK - Published: 2023 - Publisher:

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