Stochastic Epidemic Models and Their Statistical Analysis

951 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Statistical physics of vaccination (2016, background): “Further details on the stochastic theory of epidemics can be found in the complementary books [124, 125].”
Epidemic processes in complex networks (2014, background): “ng patch models. Furthermore, epidemic spreading is governed by an inherently probabilistic process. Therefore, a correct analysis of epidemic models should consider explicitly its stochastic nature (Andersson and Britton, 2000). Accounting for this stochasticity is particularly important when deali”
Analysis and Control of Epidemics: A Survey of Spreading Processes on Complex Networks (2015, neutral): “[39] H.”
Black-Box Variational Inference for Stochastic Differential Equations (2018, background): “An SIR epidemic model (Andersson & Britton, 2000) describes the spread of an infectious disease.”
WKB theory of large deviations in stochastic populations (2016, methodology): “E 93 032109 [53] Gardiner C W 2004 Handbook of Stochastic Methods (Berlin: Springer) [54] van Kampen N G 2001 Stochastic Processes in Physics and Chemistry (Amsterdam: North- Holland) [55] Elgart V and Kamenev A 2004 Phys.”