Maximum Likelihood (ML)

• Tags:: Statistics

• A maximum likelihood estimator is one that maximizes the likelihood function: the parametrized joint density of data. For IID with PDF $f(x;\theta )$:

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• That is,

  • ${\theta }_{ML}=\underset{\theta }{\mathrm{argmax}}P(X|\theta )$

• Reference: All of Statistics