Investigating the Association Between Carbon Dioxide (CO2) Emissions and Energy Consumption on the Economic Growth of Clusterized Countries in the World

被引：0

作者：

Wardhani, Laksmi Prita ^{[1
]}

Rukmi, Alvida Mustika ^{[1
]}

Ardamayanti, Thaliah Fauz ^{[1
]}

机构：

[1] Sepuluh Nopember Inst Technol, Fac Sci & Data Analyt, Math, Surabaya, East Java, Indonesia

来源：

EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS | 2023年 / 16卷 / 01期

关键词：

Key Words and Phrases; Carbon dioxide (CO2) emissions; Economic growth; Energy consump-tion; Generalized Least Square; K-Means;

D O I：

10.29020/nybg.ejpam.v16i1.4614

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

This research aims to investigate the relationship between carbon dioxide (CO2) emis-sions and energy consumption on the economic growth of countries in the world based on Gross Domestic Product (GDP). We use a large volume of data related to CO2 emissions per capita and energy consumption per capita of each country in the world, so a clustering process is needed using the K-Means method, which divides the country into three cluster labels: high, medium, and low. Then, we performed multiple linear regression using the Generalized Least Square with Autoregressive (GLSAR) method for data that did not satisfy the Best Linear Unbiased Estimator (BLUE) criteria. The results are that countries included in the high cluster have a closer relation-ship between CO2 emissions and energy consumption to GDP than the medium cluster. Likewise, for the medium cluster against the low cluster.

引用

页码：657 / 669

页数：13

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