Minimum Mean Square Error

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The MMSE estimator is given by

$${\hat{x}}_{MMSE}=\text{arg}\underset{\hat{x}}{\min }E[(\hat{x}-x{)}^T(\hat{x}-x)]=E[x|z]=\int xp(x|z)dx$$