Analysis of the Relationship of the Volume of Paid Services for Capita and Socio-Economic Indicators of the Region (Case of Russia)

被引：0

作者：

Borkova, Elena ^{[1
]}

Rasputin, Aleksandr ^{[2
]}

Vostrikov, Nikolai ^{[2
]}

Kochkin, Timofei ^{[1
]}

Kartavchenko, Aleksandr ^{[3
]}

机构：

[1] St Petersburg State Univ Econ, St Petersburg, Russia

[2] Siberian Univ Consumer Cooperat, Novosibirsk, Russia

[3] St Petersburg Higher Sch Econ, St Petersburg, Russia

来源：

VISION 2025: EDUCATION EXCELLENCE AND MANAGEMENT OF INNOVATIONS THROUGH SUSTAINABLE ECONOMIC COMPETITIVE ADVANTAGE | 2019年

关键词：

Regions of the Russian Federation; volume of paid services per capita; statistical data analysis; indicator forecast; quality of life of the population; regional policy; socio-economic situation of the regions; regional analysis; machine learning in economics;

D O I：

暂无

中图分类号：

F [经济];

学科分类号：

02 ;

摘要：

This study investigated the relationship of important economic and social indicators of the region and their impact on the formation of the volume of paid services per capita. This indicator was chosen as the main one, since high consumption of services per capita is typical for regions with a high level of economic development. As auxiliary factors, 34 indicators were selected that fully characterize the region. The main method of our research is the methods of mathematical statistics and machine learning. The study shows which factors directly affect the amount of paid services per capita, and a mathematical model was built that allows us to accurately predict the indicator we chose if only auxiliary ones are known.

引用

页码：10344 / 10354

页数：11

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