Bayesian information criterion
= Bayesian information criterion
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= BIC
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For a model with $k$ fitted parameters, $n$ observations and maximized likelihood $L(\widehat\theta)$, the Bayesian information criterion is
$$
\operatorname{BIC}=-2\log L(\widehat\theta)+k\log n.
$$