COMMunication
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\begin{eqnarray*} \displaystyle \Sigma{(Y_i - \hat{Y_i})^2} & = & \Sigma{(Y_i - (a + bX_i))^2} \;\;\; \because \hat{Y_i} & = & a + bX_i \\ \end{eqnarray*}