Question 16 $0.5$ pts We have a collection of data for two variables $(x$ and $y$ as shown below: \begin{tabular){[111]111]1[1]) \hline$x_{i}$ & 3 & 12 & 6 & 20 & 14 \hline$y_{i} $ & 55 & 40 & 55 & 10 & 15 \hline \end{tabular) Use the $F$ test to test the significance of $\beta_{1}$ (with $\alpha=0.05$). What is the Test statistic? SP.DL.222