 | Surrogate Data Models: Interpreting Large-scale Machine Learning Crisis Prediction Models Author/Editor: Jorge A Chan-Lau, Ruofei Hu, Maksym Ivanyna, Ritong Qu, Cheng Zhong. Release Date:February, 2023 Machine learning models are becoming increasingly important in the prediction of economic crises. The models, however, use datasets comprising a large number of predictors (features) which impairs more...
| Price: $20.00
| | Climate Action to Unlock the Inclusive Growth Story of the 21st Century Author/Editor: Amar Bhattacharya, Maksym Ivanyna, William Oman, Nicholas Stern. Release Date:May, 2021 Climate change is a major threat to the sustainability and inclusiveness of our societies, and to the planet's habitability. A just transition to a low-carbon economy is the only viable way forward. more...
| Price: $18.00
| | Governance for Inclusive Growth Author/Editor: Maksym Ivanyna, Andrea Salerno. Release Date:April, 2021
| Price: $5.00
| | Identifying Structural Reform Gaps in Emerging Europe, the Caucasus, and Central Asia Author/Editor: Norbert Funke, Asel Isakova, Maksym Ivanyna. Release Date:March, 2017 Using data from the World Economic Forum’s Global Competitiveness Report as an example, this paper compares structural indicators for 25 countries in Emerging Europe, the Caucasus, and Central Asia more...
| Price: $18.00
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