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Complexities in Financial Network Topological Dynamics: Modeling of Emerging and Developed Stock Markets
Joint Authors
Zhang, Yi-Cheng
Tang, Yong
Xiong, Jason Jie
Jia, Zi-Yang
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-31, 31 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-11-01
Country of Publication
Egypt
No. of Pages
31
Main Subjects
Abstract EN
Policy makings and regulations of financial markets rely on a good understanding of the complexity of financial markets.
There have been recent advances in applying data-driven science and network theory into the studies of social and financial systems.
Financial assets and institutions are strongly connected and influence each other.
It is essential to study how the topological structures of financial networks could potentially influence market behaviors.
Network analysis is an innovative method to enhance data mining and knowledge discovery in financial data.
With the help of complex network theory, the topological network structures of a market can be extracted to reveal hidden information and relationships among stocks.
In this study, two major markets of the most influential economies, China and the United States, are systematically studied from the perspective of financial network analysis.
Results suggest that the network properties and hierarchical structures are fundamentally different for the two stock markets.
The patterns embedded in the price movements are revealed and shed light on the market dynamics.
Financial policymakers and regulators can gain inspiration from these findings for applications in policy making, regulations design, portfolio management, risk management, and trading.
American Psychological Association (APA)
Tang, Yong& Xiong, Jason Jie& Jia, Zi-Yang& Zhang, Yi-Cheng. 2018. Complexities in Financial Network Topological Dynamics: Modeling of Emerging and Developed Stock Markets. Complexity،Vol. 2018, no. 2018, pp.1-31.
https://search.emarefa.net/detail/BIM-1134266
Modern Language Association (MLA)
Tang, Yong…[et al.]. Complexities in Financial Network Topological Dynamics: Modeling of Emerging and Developed Stock Markets. Complexity No. 2018 (2018), pp.1-31.
https://search.emarefa.net/detail/BIM-1134266
American Medical Association (AMA)
Tang, Yong& Xiong, Jason Jie& Jia, Zi-Yang& Zhang, Yi-Cheng. Complexities in Financial Network Topological Dynamics: Modeling of Emerging and Developed Stock Markets. Complexity. 2018. Vol. 2018, no. 2018, pp.1-31.
https://search.emarefa.net/detail/BIM-1134266
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1134266