From Google:
If the null hypothesis is true, then the F ratio should be approximately one since MSB and MSE should be about the same. If the ratio is much larger than one, then it is likely that MSB is estimating a larger quantity than is MSE and that the null hypothesis is false.
On average, what value is expected for the F-ratio if the null hypothesis is true?
1 answer