Multiscale Information Transmission Between Commodity Markets: An Emd-Based Transfer Entropy Network

RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE(2021)

引用 24|浏览24
暂无评分
摘要
Y In the context of the growing financialisation of commodity markets, debate on how they interact with each other has returned to centre stage. The main motivation of this study is to research the price interactions of international commodities from the perspective of information transmission by proposing an innovative transfer entropy network based on empirical mode decomposition. We also identify core commodities with the strongest transmission intensity in information transmission networks at different time scales. The empirical results demonstrate that the network transmission structure and core varieties change based on the time scale. In the short term, metals have the strongest transmission intensity, whereas, in the medium and long term, the energy sector has the strongest transmission intensity. These findings should allow regulators and market participants to better understand the essential characteristics and internal structures of international commodity markets.
更多
查看译文
关键词
Price co-movement, Commodity, Information transmission, Multi-scales, Complex network
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要