If the null hypothesis is true what value should we expect f

If the null hypothesis is true, what value should we expect for the F-ratio? Why?

Solution

When the null hypothesis of no group differences is true, then the expected value of the numerator and denominator of the F ratio will be equal. As a consequence, the expected value of the F ratio when the null hypothesis is true is also close to one