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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  
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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