SELECTION OF WORKING VARIABLES OF INNOVATION MODELS ON THE EXAMPLE OF SAMARA REGION
- Authors: Duplyakin V.M.1, Dragun E.A.1
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Affiliations:
- Samara National Research University
- Issue: Vol 5, No 4 (2018)
- Section: Articles
- URL: https://journals.rudn.ru/in-econ/article/view/49345
- ID: 49345
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Abstract
The article presents the structuring of 80 working variables characterizing the innovative, socio-economic, ecological and economic potential of the Samara region for the period from 2000 to 2015. Two indicators are considered as resulting variables in this work: the relative volume of innovative goods (%) and the volume of innovative goods, works, services (mln.RUB). On the basis of correlation analysis, developed methodology and software for variable selection regression models of innovation, which ensures the absence of multicollinearity variables. The developed tool allows automatic control of the relationship between the working variables (from 0.7 to 0.95), to obtain a different set of selected working variables.
About the authors
Vyacheslav Mitrofanovich Duplyakin
Samara National Research University
Author for correspondence.
Email: v.duplyakin@gmail.com
Doctor of Technical Sciences, Professor of the Department of Economics, Samara Research University named after S.P.
34, Moskovskoye shosse, Samara, 443086, RussiaElizaveta Alekseevna Dragun
Samara National Research University
Email: dragun.eliz@yandex.ru
Postgraduate student in the Department of Economics, Samara Phenomenon, S.P. Korolev Research University
34, Moskovskoye shosse, Samara, 443086, RussiaReferences
- Gokhberg, L.M. "Innovative Development Ranking of Subjects of the Russian Federation," National Research University Higher School of Economics, 2017, no. 5, pp. 5-6.
- Shekhovtseva, L.S., Tyapushova, E.V. "Research on Innovative Development and Typology of Regions Based on an Integral Assessment of Their Competitiveness," Bulletin of USUE, 2011, no. 2 (34), pp. 83-91.
- Social Atlas of Russian Regions: Innovativeness Index, Independent Institute for Social Policy, available at: http://atlas.socpol.ru/indexes/index_innov.shtml
- Zheltova, V. "Scientific and Technological Foresight of the Russian Federation: Regional Aspect. Some Research Conclusions," North-West Center for Strategic Research, available at: http://atlas.socpol.ru/indexes/index_innov.shtml. URL: http://www.csrnw.ru/files/csr/file_category_172.pdf
- Vladimirova, N. O. Methodological Approaches to Forming a Region's Innovative Susceptibility Rating // 21st Century Initiatives. 2010, nos. 4–5, pp. 68–72.
- Gusev, A. B. Forming Innovative Development Ratings for Russian Regions // Science. Innovation. Education. 2009, no. 8, pp. 158–173.
- Lisina, A. N. Methodology for Assessing a Region's Innovative Development Level // Regional and International Economics. 2011, pp. 115–126.
- Federal State Statistics Service: Socioeconomic Situation of the Subjects of the Russian Federation [Electronic resource]. URL: http://www.gks.ru/
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