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Elaboration of a typology of Russian regions on the basis of Kohonen’s self-organizing maps


Alla Serkova, Oleg Mariev, Elena Ignatyeva
(about the authors)

Serkova Alla Evgenyevna – Chief Economist of the Center for Development and Distribution of Productive Forces, Institute of Economics, Ural Branch of RAS, Ekaterinburg

Mariev Oleg Svyatoslavovich – Candidate of Science, Economics, Associate professor, Head of the Chair of Econometrics and Statistics Ural Federal University named after the First President of Russia B.N. Yeltsin, Senior research associate of Institute of Economics, Ural Branch of RAS, Ekaterinburg

Ignatyeva Elena Dmitrievna – Candidate of Science, Economics, Senior research associate of the Center for Development and Distribution of Productive Forces, Institute of Economics, Ural Branch of RAS, Ekaterinburg

Published in:
Russian Journal of Entrepreneurship
– № 20 / October, 2014



Keywords: regional analysis, socio-economic development, typologies


Citation:
Alla Serkova, Oleg Mariev, Elena Ignatyeva (2014). Elaboration of a typology of Russian regions on the basis of Kohonen’s self-organizing maps. Russian Journal of Entrepreneurship, 15(20), 108-116. — url: http://bgscience.ru/com/lib/4797


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Abstract:

The article is concerned with elaboration of typologies of Russian regions based on implementing the author’s “technique for analysis of factors and assessment of the potential of self-development of the regional socio-economic systems” in order to separate regions in terms of their socio-economic development and to conduct comparative regional analysis. As result, 4 typologies were created and only a few regions, which are well financially supported, were made known, while one of the other typologies has industrial and agricultural perspectives.







References:
1. Ignatyeva E.D., Mariev O.S., Shirmanova A.E. Faktory i potentsial samorazvitiya regionalnyh sotsialno-ekonomicheskikh sistem: problemy teorii, metodologii i analiza. - Ekaterinburg: Institut ekonomiki UrO RAN, 2009. – 40 s.
2. Ignatyeva E.D., Mariev O.S. Metodologiya i instrumentariy strukturno-funktsionalnogo analiza regionalnogo razvitiya // Ekonomika regiona. - 2013. - № 1 (33). - s. 227.
3. Ignatyeva E.D., Mariev O.S., Shirmanova A.E. Teoretiko-metodologicheskie problemy i instrumentariy analiza ustoychivosti razvitiya sotsialno-ekonomicheskikh sistem. - Ekaterinburg: Institut ekonomiki UrO RAN, 2009. – 40 s.
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