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Paper detail

Parameter estimation in the SIR model from early infections

A standard model for epidemics is the SIR model on a graph. We introduce a simple algorithm that uses the early infection times from a sample path of the SIR model to estimate the parameters this model, and we provide a performance guarantee in the setting of locally tree-like graphs.

preprint2020arXivOpen access
Charles ClumDustin G. Mixon
math.ITInformation Theorymath.PRmath.STStatistics Theory
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Charles ClumDustin G. Mixon

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