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Title Trajectories of development of state-owned banks by analyzing the dynamics of patterns
Authors Mussina, A.
Shkolnyk, Inna Oleksandrivna  
Bukhtiarova, Alina Hennadiivna  
ORCID http://orcid.org/0000-0002-5359-0521
http://orcid.org/0000-0003-3466-4262
Keywords banks
банки
Harrington desirability function
функція бажаності Харрінгтона
функция желательности Харрингтона
cluster analysis
кластерний аналіз
кластерный анализ
self-organizing map
самоорганізовуюча карта
самоорганизующаяся карта
pattern of bank
структура банку
структура банка
Type Article
Date of Issue 2017
URI http://essuir.sumdu.edu.ua/handle/123456789/61733
Publisher Sumy State University
License
Citation Mussina, A., Shkolnyk, I., Bukhtiarova, A. (2017). Trajectories of development of state-owned banks by analyzing the dynamics of patterns. Financial Markets, Institutions and Risks, 1(1), 61-71. http://doi.org/10.21272/fmir.1(1).61-71.2017.
Abstract The article investigates the trajectory of state-owned banks by analyzing the patterns on the example of stateowned banks in Ukraine. The trajectory of the evolution of the state-owned banks can be defined ordered set of patterns, each of which describes the activities of the bank at a concrete moment of the time. The experience of state-owned banks in differently countries around the world was considered. To assess the state-owned banks in Ukraine for the period 2007-2016 the authors offer to assess the dynamics model of patterns of stateowned banks based on Kohonen self-organizing maps and cluster analysis. The model includes 14 indicators providing input variables of model formation. Also it comprises 35 banks of Ukraine, which has been operated during 2007-2016, including 7 state-owned banks. The authors proved that the Ukrainian state-owned banks are essentially commercial banks and non-state agents of a special mission, recently transformed into an additional burden for the state budget.
Appears in Collections: Financial Markets, Institutions and Risks (FMIR)

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