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Edge-Based Compartmental Modeling for Infectious Disease Spread Part III: Disease and Population Structure

机译:基于边缘的传染病传播部分模型   三:疾病与人口结构

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摘要

We consider the edge-based compartmental models for infectious disease spreadintroduced in Part I. These models allow us to consider standard SIR diseasesspreading in random populations. In this paper we show how to handle deviationsof the disease or population from the simplistic assumptions of Part I. Weallow the population to have structure due to effects such as demographicdetail or multiple types of risk behavior the disease to have more complicatednatural history. We introduce these modifications in the static networkcontext, though it is straightforward to incorporate them into dynamicnetworks. We also consider serosorting, which requires using the dynamicnetwork models. The basic methods we use to derive these generalizations arewidely applicable, and so it is straightforward to introduce many othergeneralizations not considered here.
机译:我们考虑在第一部分中介绍的基于边缘的传染病传播隔离模型。这些模型使我们可以考虑在随机人群中传播的标准SIR疾病。在本文中,我们展示了如何根据第一部分的简单假设来处理疾病或人群的偏差。由于人口统计学细节或多种风险行为的影响,使人群具有结构,使疾病具有更复杂的自然历史。尽管可以很容易地将它们合并到动态网络中,但是我们在静态网络上下文中引入了这些修改。我们还考虑了血清分选,这需要使用动态网络模型。我们用来推导这些概括的基本方法是广泛适用的,因此直接引入此处未考虑的许多其他概括也很简单。

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