Question: Prove that $R^{2}$ is the square of the correlation between $mathbf{y}$ and $hat{mathbf{y}}$.

Prove that $R^{2}$ is the square of the correlation between $\mathbf{y}$ and $\hat{\mathbf{y}}$.

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