传染病流行病学传统SIR模型对感染年龄结构SIR模型的逼近。

Frontiers in epidemiology Pub Date : 2024-12-17 eCollection Date: 2024-01-01 DOI:10.3389/fepid.2024.1429034
Ralph Brinks, Annika Hoyer
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引用次数: 0

摘要

在SARS-CoV-2大流行期间,有效繁殖数(R-eff)经常被用来描述大流行的过程。R-eff的解析性质很少被研究。我们分析了传统的易感-感染-去除(SIR)模型(没有感染年龄)如何以及在哪些条件下作为感染-年龄结构SIR模型的近似值。特别强调了R-eff的作用,它是感染年龄结构SIR模型中的隐式参数和近似中的显式参数。分析结果通过对SARS-CoV-2爆发期间假设干预的模拟研究以及1918-1919年德国阿恩斯贝格地区普鲁士军营流感爆发的历史数据加以说明。
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Approximation of the infection-age-structured SIR model by the conventional SIR model of infectious disease epidemiology.

During the SARS-CoV-2 pandemic, the effective reproduction number (R-eff) has frequently been used to describe the course of the pandemic. Analytical properties of R-eff are rarely studied. We analytically examine how and under which conditions the conventional susceptible-infected-removed (SIR) model (without infection age) serves as an approximation to the infection-age-structured SIR model. Special emphasis is given to the role of R-eff, which is an implicit parameter in the infection-age-structured SIR model and an explicit parameter in the approximation. The analytical findings are illustrated by a simulation study about an hypothetical intervention during a SARS-CoV-2 outbreak and by historical data from an influenza outbreak in Prussian army camps in the region of Arnsberg (Germany), 1918-1919.

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