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arxiv: 1806.07829 · v1 · pith:G7ISMZOEnew · submitted 2018-06-12 · 💱 q-fin.GN · physics.soc-ph

The evolving networks of debtor-creditor relationships with addition and deletion of nodes: a case of P2P lending

classification 💱 q-fin.GN physics.soc-ph
keywords networksdebtor-creditorexponentpower-lawrelationshipsadditionlendingnodes
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P2P lending activities have grown rapidly and have caused the huge and complex networks of debtor-creditor relationships. The aim of this study was to study the underlying structural characteristics of networks formed by debtor-creditor relationships. According attributes of P2P lending, this paper model the networks of debtor-creditor relationships as an evolving networks with addition and deletion of nodes. It was found that networks of debtor-creditor relationships are scale-free networks. Moreover, the exponent of power-law was calculated by an empirical study. In addition, this paper study what factors impact on the exponent of power-law besides the number of nodes. It was found that the both interest rate and term have significantly influence on the exponent of power-law. Interest rate is negatively correlated with the exponent of power-law and term is positively correlated with the exponent of power-law. Our results enriches the application of complex networks

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