Authentication of the region as the object of economic security in the context of economic development of Ukraine

Ivanova, Natalia and Іванова, Наталя Сергіївна and Иванова, Наталья Сергеевна (2018) Authentication of the region as the object of economic security in the context of economic development of Ukraine. Revista Galega de Economia, 27 (2). pp. 113-124. ISSN 1132-2799

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Abstract

The urgency of the research involves the need to define the procedure for determination of the region belonging in the system of the regional economic security; depending on the presented identifier (cluster).The development of discriminative models of the region authentication is expedient to define its belonging to particular category of the regional economic security. The objective of this article is to develop the mathematical models of the region authentication in relation to the status of their economic security using the discriminant analysis. The region identification cluster is the indicator of grouping. The article rationalizes the expediency of using the method of discriminant analysis while researching the regional economic security according to data of social and economic development of the region. As a result of clustering of regions by social and economic development, three statuses of the regional economic security were defined: “good”, “sufficient” and “satisfactory”. The classification functions of authentication of the region as the object of anti-crisis management for ensuring the regional economic security were developed for the specified classes by method of discriminant analysis. The evaluation of accuracy of the obtained functions indicates the expediency of their using. In addition, the article describes the authentication procedure of the region as the object of anti-crisis management for ensuring the regional economic security. The application of multidimensional statistical methods while researching the multi-criteria economic systems, such as socio- economic development of the region, allows exploring a large number of indicators with different measurement units, to identify the homogeneity of system objects. As a result of application of the discriminant analysis’ method, the classification functions of authentication of the region as the object of anti-crisis management for ensuring the regional economic security were developed.

Item Type: Article
Uncontrolled Keywords: anti-crisis management; regional economic security; multidimensional statistical methods; cluster analysis, discriminant analysis
Subjects: Research materials > Journal articles > Economics
Research materials > Journal articles
Divisions: Educational and Scientific Institute of Economics, Management and Administration > Department of Marketing, Management and Public Administration
Depositing User: Адміністратор репозиторію
Date Deposited: 15 Apr 2020 09:38
Last Modified: 15 Apr 2020 09:38
URI: http://elibrary.donnuet.edu.ua/id/eprint/1835

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