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.
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Controlling Infectious Diseases »Controlling Infectious Diseases
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Open mathematical/computational problems? »Open mathematical/computational problems?
Statistical Methods for model selection and parameter estimation »Statistical Methods for model selection and parameter estimation
Parametric approaches »Parametric approaches
Maximum likelihood estimation
If the likelihood function (the prob. model) is correctly specified »If the likelihood function (the prob. model) is correctly specified
Expectation-maximization (EM) »Expectation-maximization (EM)
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