Forecasting Social Unrest : A Machine Learning Approach /

We produce a social unrest risk index for 125 countries covering a period of 1996 to 2020. The risk of social unrest is based on the probability of unrest in the following year derived from a machine learning model drawing on over 340 indicators covering a wide range of macro-financial, socioeconomi...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur: Redl, Chris
Awduron Eraill: Hlatshwayo, Sandile
Fformat: Cylchgrawn
Iaith:English
Cyhoeddwyd: Washington, D.C. : International Monetary Fund, 2021.
Cyfres:IMF Working Papers; Working Paper ; No. 2021/263
Pynciau:
Mynediad Ar-lein:Full text available on IMF