Forecasting Social Unrest : A Machine Learning Approach /

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...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक:	Redl, Chris
अन्य लेखक:	Hlatshwayo, Sandile
स्वरूप:	पत्रिका
भाषा:	English
प्रकाशित:	Washington, D.C. : International Monetary Fund, 2021.
श्रृंखला:	IMF Working Papers; Working Paper ; No. 2021/263
विषय:	Forecasting and Other Model Applications Machine Learning Model Neural Networks and Related Topics Political Economy Risk Index Social Unrest, Machine Learning
ऑनलाइन पहुंच:	Full text available on IMF

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