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$$ \begin{align} MSE(\hat \theta) & = \mathbb{E} \left[ ({\hat \theta} - \theta)2\right] \\ & = \mathbb{V}(\hat \theta) + \operatorname{Bias(\hat \theta, \theta)}^2 \end{align} $$

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