title: Comprehensive research of determinants affecting the success of banks
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: ÐÐ¾Ð¼Ð¿Ð»ÐµÐºÑÐ½Ð¾Ðµ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ðµ ÑÐ°ÐºÑÐ¾ÑÐ¾Ð², Ð²Ð»Ð¸ÑÑÑÐ¸Ñ Ð½Ð° ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¸Ð²Ð½Ð¾ÑÑÑ ÑÑÐ½ÐºÑÐ¸Ð¾Ð½Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð±Ð°Ð½ÐºÐ¾Ð²ÑÐºÐ¸Ñ Ð¾ÑÐ³Ð°Ð½Ð¸Ð·Ð°ÑÐ¸Ð¹
Creators: name: Ð¥Ð°ÑÐ¸Ð½Ð°, Ð®Ð»Ð¸Ñ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: determinants
banksâ success
share prices
profitability
modelling
machine learning

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description: The purpose of the work is to identify the key factors that determine the success of Russian banks, whose shares are listed on the Moscow stock exchange. The following tasks were solved: - to conduct a systematic literature review, reveal the research gap, and formulate the research hypotheses; - to identify the determinants, potentially affecting the banksâ success by research hypotheses; - to build a number of machine learning models to test the research hypothesis and reveal the statistically significant factors, influencing the banksâ profitability and share prices; - to interpret, compare, and discuss the results; - to develop recommendations to potentially interested actors. The relevance of the research is explained by necessity of revealing the determinants that potentially influence both inside performance and outside attractiveness of commercial banks. The information base of research is open-accessed data from domestic and foreign research literature and official Internet resources. The methodological base of research â machine-learning models. The tool of research is Collab platform and the Python programming language. The result of this study is to analyse the impact of micro- and macroeconomic indicators on banksâ success, identified by ROA and shares prices.