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
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Controlling Infectious Diseases »Controlling Infectious Diseases
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Statistical Methods for model selection and parameter estimation »Statistical Methods for model selection and parameter estimation
Parametric approaches »Parametric approaches
Methods incorporating both process and observation error »Methods incorporating both process and observation error
Markov chain Monte Carlo »Markov chain Monte Carlo
Confidence intervals "for free"
Sequential Monte Carlo (SMC)  »Sequential Monte Carlo (SMC)
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