Predicting Fiscal Crises : A Machine Learning Approach /

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 used in many policy applications cannot outperform a simple heuristic rule of thumb. Machine learning techniques (elastic net, random fores...

ver descrição completa

Detalhes bibliográficos
Autor principal: Hellwig, Klaus-Peter
Formato: Periódico
Idioma:English
Publicado em: Washington, D.C. : International Monetary Fund, 2021.
Colecção:IMF Working Papers; Working Paper ; No. 2021/150
Assuntos:
Acesso em linha:Full text available on IMF