Consider a one-way layout in which groups being compared are regarded as a sample from some larger population. is the number of subsamples taken from each . The random effects model is:

are random and independent of each other with and

are independent of , independent of each other and have and

Show that for this model:

and

MS is the sum of squares divided by degrees of freedom. W means within subsamples and B means between groups.