Confidence intervals "for free"
Estimation methods based on stochastic sampling of the parameter space are generally slower for producing point estimates, but automatically provide sensible confidence intervals on parameters as an output of the estimation procedure
Immediately related elementsHow this works
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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 Â»Parametric approaches
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Methods incorporating both process and observation error Â»Methods incorporating both process and observation error
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Markov chain Monte Carlo Â»Markov chain Monte Carlo
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Confidence intervals "for free"
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Sequential Monte Carlo (SMC)  Â»Sequential Monte Carlo (SMC)
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