
\begin{center}
\begin{longtable}{lccc}
\caption{Analysis of variance table for the multiple linear regression model.
\label{MLR-ANOVA-tab}} \\
Source of variation & Sum of squares & Degrees of freedom  \\ \hline
Regression & $\sum\limits_{i = 1}^n (\hat{y}_i - \bar{y})^2$ & $q$ \\
Residual & $\sum\limits_{i = 1}^n (\hat{y}_i - y_i)^2$ & $n - q - 1$ \\
Total & $\sum\limits_{i = 1}^n (y_i - \bar{y})^2$ & $n - 1$ \\
\end{longtable}
\end{center}
