Tracking Dynamic Point Processes on Networks

@article{Hall2016TrackingDP,
  title={Tracking Dynamic Point Processes on Networks},
  author={Eric C. Hall and Rebecca M Willett},
  journal={IEEE Transactions on Information Theory},
  year={2016},
  volume={62},
  pages={4327-4346}
}
Cascading chains of events are a salient feature of many real-world social, biological, and financial networks. In social networks, social reciprocity accounts for retaliations in gang interactions, proxy wars in nation-state conflicts, or the Internet memes shared via social media. Neuron spikes stimulate or inhibit spike activity in other neurons. Stock market shocks can trigger a contagion of volatility throughout a financial network. In these and other examples, only individual events… CONTINUE READING
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