Finally, we investigate the expected values of the mean square error ( MSE ) and the treatment mean square ( MStrt ) for the random effects one-way ANOVA model when sampling from a finite population. Section 2 presented materials and methods used to find the expected mean squares. The results were shown in Section 3 and we discussed the results in Section 4.