Gusev A.A.Central Economics and Mathematics Institute, RAS (CEMI RAS), Moscow, Russian Federation gusevalexeyal@yandex.ru ORCID id: not available
Subject. The article considers indices of socio-economic development of regions. Objectives. We perform a comparative analysis of indices that characterize the level of economic development of the subjects of the Russian Federation and identify the indices that do not have significant differences. Methods. The study draws on general scientific methods of analysis. Results. The correlation analysis at the first stage helped reduce the number of indices to be analyzed at the next stages. At the second stage, we built regressions of each index for the basic characteristics of differentiation. Based on the analysis of beta coefficients, we identified differentiation characteristics, which have a significant impact on the indices in question. At the third stage, we built the matrix of values of the cosines of angles between each pair of indices under consideration. Conclusions. The analysis of the cosines of angles between indices calculated using the regression coefficients of these indices for differentiation characteristics enabled to confirm the results of correlation analysis and identify a subset of indices that are not distinguishable in solving management tasks parameterized with the use of differentiation characteristics.
Aivazyan S.A., Afanas'ev M.Yu., Kudrov A.V. [Indicators of Russian regions economic development in the basis of the differentiation characteristics]. Tsifrovaya ekonomika = Digital Economy, 2018, no. 3, pp. 29–41. URL: Link (In Russ.)
Aivazyan S.A., Afanas'ev M.Yu., Kudrov A.V. [Indicators of economic development in the basis of characteristics of regional differentiation]. Prikladnaya ekonometrika = Applied Econometrics, 2018, no. 2, pp. 4–22. (In Russ.)
Aivazyan S.A., Afanas'ev M.Yu., Kudrov A.V. [The method of comparing the RF regions using the technical efficiency estimates with account of production structure]. Ekonomika i matematicheskie metody = Economics and Mathematical Methods, 2018, vol. 54, no. 1, pp. 43–51. (In Russ.)
Aivazyan S.A., Afanas'ev M.Yu., Kudrov A.V. [Indicators of the main directions of socio-economic development in the space of characteristics of regional differentiation]. Prikladnaya ekonometrika = Applied Econometrics, 2019, no. 3, pp. 51–69. (In Russ.) URL: Link
Aivazyan S.A., Afanas'ev M.Yu., Kudrov A.V. [Clustering methodology of the Russian Federation regions with account of sectoral structure of GRP]. Prikladnaya ekonometrika = Applied Econometrics, 2016, vol. 41, pp. 24–46. URL: Link (In Russ.)
Aivazyan S.A., Afanas'ev M.Yu., Kudrov A.V. [Models of productive capacity and technological efficiency evaluations of regions of the Russian Federation concerning the output structure]. Ekonomika i matematicheskie metody = Economics and Mathematical Methods, 2016, vol. 52, no. 1, pp. 28–44. (In Russ.)
Kumbhakar S., Lovell K. Stochastic Frontier Analysis. Cambridge University Press, 2004. URL: Link
Robertson R. Globalization: Social Theory and Global Culture. London, SAGE Publications Ltd., 2000. URL: Link
Gavrilets Yu.N., Kudrov A.V., Tarakanova I.V. [Analysis of the internal structure for the economic growth potential]. Vestnik TsEMI RAN, 2018, no. 1. (In Russ.) URL: Link
Hotelling H. Relations Between Two Sets of Variates. In: Kotz S. et al. (eds) Breakthroughs in Statistics. Springer Series in Statistics (Perspectives in Statistics). Springer, New York, NY, 1992. URL: Link
Waugh F.W. Regression between Sets of Variables. Econometrica, 1942, vol. 46, pp. 290–310.
Aivazian S.A., Afanasiev S.A., Kudrov A.V. Indicators of Regional Development Using Differentiation Characteristics. Montenegrin Journal of Economics, 2018, vol. 14, no. 3, pp. 7–22. URL: Link
Afanasiev S.A., Kudrov A.V. Integrated Indicator of the Living Quality Conditions. Montenegrin Journal of Economics, 2019, vol. 14, no. 3, pp. 7–21. URL: Link
Hidalgo C.A., Hausmann R. The Building Blocks of Economic Complexity. Proceedings of the National Academy of Sciences of the United States of America, 2009, vol. 106(26), pp. 10570–10575. URL: Link
Balassa B. Trade Liberalization and ‘Revealed’ Comparative Advantage. The Manchester School, 1965, vol. 33, iss. 2, pp. 99–123. URL: Link
Lyubimov I.L., Gvozdeva M.A., Kazakova M.V., Nesterova K.V. [Economic Complexity of Russian Regions and their Potential to Diversify]. Zhurnal Novoi ekonomicheskoi assotsiatsii = Journal of the New Economic Association, 2017, no. 2, pp. 94–122. URL: Link (In Russ.)