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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 creative, supportive atmosphere and innovative methods at the Centre for Sociocultural Research make it appealing to early-career scholars. Over years of working at HSE University, they grow into researchers and lecturers recognised both in Russia and abroad. Chief Research Fellow Zarina Lepshokova and Leading Research Fellow Ekaterina Bushina spoke about their journey at the centre and at HSE, their research, and the role of mentors in their academic success.

 

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Системный анализ проблем теплоснабжения российских городов

Муниципальное имущество: экономика, право, управление. 2022. № 1. С. 19–25.
Abdullaev A., Sivaev S.

The article presents an analysis of the heat supply infrastructure in 102 large Russian cities in order to identify and systematize the key problems of this sector. The analysis was carried out on a database of 22 key statistical indicators obtained directly from local governments, as well as supplemented and verified by city heating schemes and open sources. The absence of obvious dependencies between technological and economic indicators of the operation of heat supply systems in most cities indicates the presence of organizational and managerial problems. The peculiarities of tariff policy and the lack of incentives to increase investment necessary for the development of the sector remain being key limiting factors in the development of heat supply systems. However, measures to introduce price zones and the growing popularity of public-private partnership mechanisms are perspective direction for the development of the sector.

Research target: Social and Economic Geography (including Urban and Transportation Studies) Economics and Management Political Science, International Relations, and Public Administration
Language: Russian
Full text
DOI
Keywords: коммунальная инфраструктурагородская инфраструктураurban infrastructureсистема теплоснабжениягородское управлениецентрализованное теплоснабжениегорода Россииcities of Russiautility infrastructuredistrict heating systemheat supply systemsurban management
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