Forecasting the impact of the country's digitalization level on its economic development
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Date
2022
Journal Title
Journal ISSN
Volume Title
Publisher
Sumy State University
Bachelor’s paper
Date of Defense
Scientific Director
Speciality
051 - Економіка
Date of Presentation
October 2022
Abstract
Були відібрані показники. Дані проаналізовано шляхом розрахунку основних статистичних характеристик. Була розрахована кореляційна матриця. Була визначена карта кластерів країн. Підібрано основні компоненти. Кількість найбільш оптимальних кластерів визначали на основі “Ліктьового” методу. На останньому кроці були побудовані прогнозні моделі, які демонструють вплив цифровізації на найбільш корельовані фактори, що характеризують економічний розвиток.
Indicators were selected. The data was analyzed by calculating the main statistical characteristics. A correlation matrix was calculated. It was determined the map of clusters of countries. The main components were selected. The number of the most optimal clusters was determined on the basis of the Elbow Method. In the last step, forecast models were built that demonstrate the impact of digitalization on the most correlated factors that characterize economic development.
Indicators were selected. The data was analyzed by calculating the main statistical characteristics. A correlation matrix was calculated. It was determined the map of clusters of countries. The main components were selected. The number of the most optimal clusters was determined on the basis of the Elbow Method. In the last step, forecast models were built that demonstrate the impact of digitalization on the most correlated factors that characterize economic development.
Keywords
цифровізація, економічний розвиток, кластерний аналіз, метод головних компонентів, поліноміальна регресія, digitalization, economic development, cluster analysis, principal components method, polynomial regression
Citation
Litsman М. А. Forecasting the impact of the country's digitalization level on its economic development : bachelor's qualification work : specialty 051 - economics / supervisor H. М. Yarovenko. Sumy : Sumy State University, 2022. 55 p.