Information Linkage between Carbon and Energy Markets: Multiplex Recurrence Network Approach
In this paper, a multilayer recurrence network is introduced to examine the information linkage between carbon and energy markets. We first construct a multilayer recurrence network of energy and carbon markets, and we define the information linkage coefficient to measure the linkage relationship be...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2020-01-01
|
| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2020/5841609 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832568603240562688 |
|---|---|
| author | Hua Xu Minggang Wang Weiguo Yang |
| author_facet | Hua Xu Minggang Wang Weiguo Yang |
| author_sort | Hua Xu |
| collection | DOAJ |
| description | In this paper, a multilayer recurrence network is introduced to examine the information linkage between carbon and energy markets. We first construct a multilayer recurrence network of energy and carbon markets, and we define the information linkage coefficient to measure the linkage relationship between the network layers based on the network microstructure. To measure the mutual leading relationship between carbon and energy markets, we construct a time-delay multilayer recurrence network and introduce the time-delay information linkage coefficient to measure the intersystem interaction. The carbon and energy prices, including West Texas Intermediate crude oil, coal, natural gas, and gasoline, from February 22, 2011, to April 1, 2019, are selected as sample data for empirical analysis. The results show that the linkage relationship between oil, coal, natural gas, and carbon prices presents a U-shaped trend in the second, transitional, and third phases of the European Union carbon market, while the linkage trend of gasoline and carbon prices continues to rise. The mutual leading relationship between energy and carbon prices changes in different stages, and carbon price plays a leading role at the present stage. |
| format | Article |
| id | doaj-art-dce12c07818a4989a5ccce45150d04dd |
| institution | Kabale University |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2020-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-dce12c07818a4989a5ccce45150d04dd2025-02-03T00:58:44ZengWileyComplexity1076-27871099-05262020-01-01202010.1155/2020/58416095841609Information Linkage between Carbon and Energy Markets: Multiplex Recurrence Network ApproachHua Xu0Minggang Wang1Weiguo Yang2Taizhou College, Nanjing Normal University, Taizhou 225300, Jiangsu, ChinaTaizhou College, Nanjing Normal University, Taizhou 225300, Jiangsu, ChinaFaculty of Science, Jiangsu University, Zhenjiang 212013, Jiangsu, ChinaIn this paper, a multilayer recurrence network is introduced to examine the information linkage between carbon and energy markets. We first construct a multilayer recurrence network of energy and carbon markets, and we define the information linkage coefficient to measure the linkage relationship between the network layers based on the network microstructure. To measure the mutual leading relationship between carbon and energy markets, we construct a time-delay multilayer recurrence network and introduce the time-delay information linkage coefficient to measure the intersystem interaction. The carbon and energy prices, including West Texas Intermediate crude oil, coal, natural gas, and gasoline, from February 22, 2011, to April 1, 2019, are selected as sample data for empirical analysis. The results show that the linkage relationship between oil, coal, natural gas, and carbon prices presents a U-shaped trend in the second, transitional, and third phases of the European Union carbon market, while the linkage trend of gasoline and carbon prices continues to rise. The mutual leading relationship between energy and carbon prices changes in different stages, and carbon price plays a leading role at the present stage.http://dx.doi.org/10.1155/2020/5841609 |
| spellingShingle | Hua Xu Minggang Wang Weiguo Yang Information Linkage between Carbon and Energy Markets: Multiplex Recurrence Network Approach Complexity |
| title | Information Linkage between Carbon and Energy Markets: Multiplex Recurrence Network Approach |
| title_full | Information Linkage between Carbon and Energy Markets: Multiplex Recurrence Network Approach |
| title_fullStr | Information Linkage between Carbon and Energy Markets: Multiplex Recurrence Network Approach |
| title_full_unstemmed | Information Linkage between Carbon and Energy Markets: Multiplex Recurrence Network Approach |
| title_short | Information Linkage between Carbon and Energy Markets: Multiplex Recurrence Network Approach |
| title_sort | information linkage between carbon and energy markets multiplex recurrence network approach |
| url | http://dx.doi.org/10.1155/2020/5841609 |
| work_keys_str_mv | AT huaxu informationlinkagebetweencarbonandenergymarketsmultiplexrecurrencenetworkapproach AT minggangwang informationlinkagebetweencarbonandenergymarketsmultiplexrecurrencenetworkapproach AT weiguoyang informationlinkagebetweencarbonandenergymarketsmultiplexrecurrencenetworkapproach |