Test Statistics <em><u>(which is a random variable that is been computed and calculated from a set of data sample and used in a hypothesis test. A test statistics can be used to determine whether to reject the null hypothesis.) </u></em>would follow a F distribution
Test Statistics = Mean Square Between / Mean Square Within = 154.1 / 34.6 = 4.45