Economic Properties of Social Networks

Kakade, Sham M., Kearns, Michael, Ortiz, Luis E., Pemantle, Robin, Suri, Siddharth

Neural Information Processing Systems 

We examine the marriage of recent probabilistic generative models for social networks with classical frameworks from mathematical economics. Weare particularly interested in how the statistical structure of such networks influences global economic quantities such as price variation. Ourfindings are a mixture of formal analysis, simulation, and experiments on an international trade data set from the United Nations.

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