Code for the Bank of England Staff Working Paper 848

Code for the Bank of England Staff Working Paper 848

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Code for the Bank of England Staff Working Paper 848

This code creates predictive models for anticipating financial crises using machine learning on macro-financial data spanning 17 countries from 1870 to 2016. In comparison to traditional logistic regression, machine learning models exhibit superior performance in predicting crises beyond the sample period.

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