DocumentCode
1797949
Title
Network dynamics of the Chinese stock market
Author
Bing Li ; Yida Li
Author_Institution
Financial Res. Center, Fudan Univ., Shanghai, China
fYear
2014
fDate
15-17 Nov. 2014
Firstpage
959
Lastpage
963
Abstract
The Chinese stock market is ever changing and will play an increasingly important role in the global financial system. By analyzing topological properties of this market and temporal changes, this paper investigates network dynamics of this market by emphasizing interdependencies between stocks. This study partially selects 176 constituent stocks of CSI 300 index during the period of January 2009 to December 2013. The correlation matrices and correlation-based networks are empirically analyzed with the employment of rolling window approach. The small world property of the network and positive correlations between stocks are found and some key stocks even play important roles to exert more influences on the others.
Keywords
employment; network theory (graphs); stock markets; topology; CSI 300; Chinese stock market; employment; global financial system; network dynamics; rolling window approach; topological properties; Aggregates; Companies; Correlation; Indexes; Stock markets; Time series analysis; correlation matrix; degree centrality; influence strength; network dynamics; rolling window;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems and Informatics (ICSAI), 2014 2nd International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4799-5457-5
Type
conf
DOI
10.1109/ICSAI.2014.7009424
Filename
7009424
Link To Document