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We use the exponential random graph models to understand the networkstructure and its generative process for the Japanese bipartite network ofbanks and firms. One of the well known and simple model of exponential randomgraph is the Bernoulli model which shows the links in the bank-firm network arenot independent from each other. Another popular exponential random graphmodel, the two star model, indicates that the bank-firms are in a state wheremacroscopic variables of the system can show large fluctuations. Moreover, thepresence of high fluctuations reflect a fragile nature of the bank-firmnetwork.

Exponential random graph models for the Japanese bipartite network of banks and firms