Maximum likelihood estimation
Allow for non-normal counts, typically Poisson/binomial/neg. binomial. Still assumes measurement error only (no process error). Generalized least-squares achieves a similar goal.
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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Maximum likelihood estimation
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If the likelihood function (the prob. model) is correctly specified Â»If the likelihood function (the prob. model) is correctly specified
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Expectation-maximization (EM) Â»Expectation-maximization (EM)
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