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2016 | OriginalPaper | Chapter

The Network Topology of the Chinese Creditees

Authors : Yingli Wang, Mingmin Yang, Xiangyin Chen, Changli Zhou, Xiaoguang Yang

Published in: Knowledge and Systems Sciences

Publisher: Springer Singapore

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Abstract

We provide an empirical analysis of network structure of the Chinese creditee market based on a unique data set from the China Banking Regulatory Commission (CBRC). The data set includes guarantee and shareholding relationships among customers of the top 19 commercial banks in China. With these data, we construct three creditee linkage networks: guarantee network, shareholding network and mixed network. Then we employ complex network measures to extract topological characteristics of the three creditee networks. We find that out-degree and in-degree distributions of the three networks are power law and exponential, respectively. In addition, in the three creditee networks, distributions of component size fit power law. Finally, compared with other real networks (such as networks of Facebook, Google+, Twitter, Citation, Paper cooperation, Web link), the average clustering coefficient, connectivity and density of creditee networks are smaller.

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Metadata
Title
The Network Topology of the Chinese Creditees
Authors
Yingli Wang
Mingmin Yang
Xiangyin Chen
Changli Zhou
Xiaoguang Yang
Copyright Year
2016
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-2857-1_9

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