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Methodological Approaches to the Formation of the Applied Models for Panel Data Analysis to Forecast the Resource Region Economic Development under Conditions of Spatial Asymmetry (Exemplified by the Krasnoyarsk Territory)

Authors: Nepomnyaschaya, Natalia V.; Semenova, Anna R.;

Methodological Approaches to the Formation of the Applied Models for Panel Data Analysis to Forecast the Resource Region Economic Development under Conditions of Spatial Asymmetry (Exemplified by the Krasnoyarsk Territory)

Abstract

Through the example of the Krasnoyarsk Territory, the longitudes formation for forming and processing of the dynamic information decision-making database on the basis of the panel regional studies of the economic indicators for the representative at the subregional level samples, based on the official statistical information available on the portal of the Territorial Authority of the Federal State Statistics Service for the Krasnoyarsk Territory, is studied in the article. This approach gives an opportunity to study spatial development of the economy of the region as a whole as well as its individual components – the municipalities, and to assess the effect of individual administrative decisions influence on the level of the region development and system changes. This paper gives a rationale for the use of the panel data analysis techniques by the means of the regression model with deterministic effects for forecasting economic growth of the region under conditions of the spatial asymmetry, and the obtained adequate model is presented

В статье на примере Красноярского края рассматривается создание лонгитюдов для фор- мирования и обработки динамической информационной базы принятия решений на основе панельных региональных исследований по экономическим показателям по репрезентативным на субрегиональном уровне выборкам на основе официальной статистической информации, размещенной на портале Территориального органа федеральной службы государственной статистики по Красноярскому краю. Такой подход позволяет исследовать пространственное развитие как экономики региона в целом, так и отдельных ее составляющих – муниципальных образований, а также оценить силу влияния на уровень развития региона отдельных управ- ленческий решений и системных изменений. В статье дано обоснование применения методики анализа панельных данных с помощью регрессионной модели с детерминированными эффек- тами для прогнозирования экономического роста региона в условиях пространственной асим- метрии и представлена полученная адекватная модель

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Keywords

resource economy, spatial asymmetry, regional development, региональное развитие, ресурсная экономика, пространственная асимметрия, regression model with deterministic effects, social and economic development of the region, анализ панельных данных, panel data analysis, социально-экономическое развитие региона, регрессионная модель с детерминированными эффектами

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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