Consider stochastic models for the spread of an infection in a structured community, where this structured community is itself described by a random network model. Some common network models and transmission models are defined and large population proporties of them are presented. Focus is then shifted to statistical methodology: what can be estimated and how, depending on the underlying network, transmission model and the available data? This survey paper discusses several different scenarios, also giving references to publications where more details can be found.

中文翻译：

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社交网络上的流行病模型——带推理

考虑感染在结构化社区中传播的随机模型，其中该结构化社区本身由随机网络模型描述。定义了一些常见的网络模型和传输模型，并给出了它们的大人口比例。然后重点转移到统计方法上：根据底层网络、传输模型和可用数据，可以估计什么以及如何估计？本调查论文讨论了几种不同的情况，还提供了可以找到更多详细信息的出版物的参考资料。