Maximum Likelihood Estimator (MLE)

$\hat{\theta }=\arg {\max }_{\theta \in \Theta }{\mathcal{L}}_n(\theta |\underline{y})$ Find the argument that maximizes the likelihood function. This finds the parameter that would make the observed data the most likely.

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References

@rice2007