Self-organized criticality in a model of collective bank bankruptcies
The question we address here is of whether phenomena of collective bankruptcies are related to self-organized criticality. In order to answer it we propose a simple model of banking networks based on the random directed percolation. We study effects of one bank failure on the nucleation of contagion phase in a financial market. We recognize the power law distribution of contagion sizes in 3d- and 4d-networks as an indicator of SOC behavior. The SOC dynamics was not detected in 2d-lattices. The difference between 2d- and 3d- or 4d-systems is explained due to the percolation theory.
Year of publication: |
2001-11
|
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Authors: | Aleksiejuk, Agata ; Holyst, Janusz A. ; Kossinets, Gueorgi |
Institutions: | arXiv.org |
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