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June 4, 2026
Machine Learning Models Can Help Reduce Volatility and Boost Stock Market Returns
The use of machine learning models makes it possible to achieve greater accuracy in predicting risks in the Russian stock market compared to classical econometric approaches. The predictive power of these models increases by 23%, while the average investor’s return can reach up to 13% per annum. These conclusions were drawn by Nikita Lysenok from the Department of Financial Market Infrastructure at the HSE Faculty of Economic Sciences. The paper has been published in Fundamental and Applied Mathematics.
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The influence of civil society on Ukrainian anti-corruption policy after the Maidan

Central European Journal of Public Policy. 2021. Vol. 15. No. 1. P. 1–16.
Blatt F., Schlaufer C.

This article examines the influence of civil society on Ukrainian anti-corruption policy after the Maidan in 2014. Drawing on the Advocacy Coalition Framework (ACF), we hypothesise that the Maidan events led to a redistribution of formal legal authority in the anti-corruption policy subsystem, opened access to policy venues for civil society actors, and increased leverage of international organisations to push for strict reforms. We test these expectations with a systematic content analysis of primary documents and semi-structured interviews. Findings show that changes in the formal legal authority to make policy decisions led to anti-corruption policy change. The newly adopted policies were largely influenced by civil society actors who had increased venue access after the Maidan. In addition, civil society advocated for strict anti-corruption reforms through international organisation.

Language: English
Text on another site
Keywords: civil societyanti-corruption policyUkraineadvocacy coalition framework
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