Parametric approaches
Given an explicit (full) model of disease, estimate all parameters (or some parameters, e.g. beta/R0 only assuming others known from independent sources) by fitting to disease dynamics
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Controlling Infectious Diseases Â»Controlling Infectious Diseases
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Research Questions Â»Research Questions
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Open mathematical/computational problems? Â»Open mathematical/computational problems?
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Statistical Methods for model selection and parameter estimation Â»Statistical Methods for model selection and parameter estimation
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Parametric approaches
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Household models Â»Household models
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Least-squares fitting Â»Least-squares fitting
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Maximum likelihood estimation Â»Maximum likelihood estimation
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Methods incorporating both process and observation error Â»Methods incorporating both process and observation error
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Sensitive to model misspecification Â»Sensitive to model misspecification
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