Parameter estimation and uncertainty quantification for an epidemic model
We examine estimation of the parameters of Susceptible-Infective-Recovered(SIR) models in the context of least squares. We review the use ofasymptotic statistical theory and sensitivity analysis to obtain measuresof uncertainty for estimates of the model parameters and the basicreproductive number...
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Main Authors: | Alex Capaldi, Samuel Behrend, Benjamin Berman, Jason Smith, Justin Wright, Alun L. Lloyd |
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Format: | Article |
Language: | English |
Published: |
AIMS Press
2012-06-01
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Series: | Mathematical Biosciences and Engineering |
Subjects: | |
Online Access: | https://www.aimspress.com/article/doi/10.3934/mbe.2012.9.553 |
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