The discipline of mathematical modelling relies heavily on the accurate estimation of parameters to ensure models faithfully represent the underlying biological, physical or engineering systems.
Maximum likelihood estimation of the parameters of a statistical model involves maximizing the likelihood or, equivalently, the log likelihood with respect to the parameters. The parameter values at ...
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