In this paper we focus on the random effects one-way ANOVA model. Throughout the subsequent sections, we consider the case where the population of treatment effect ( i τ ) is finite. We use the similar approach of Searle and Fawcett for the finite population of the random effect, but we have to adjust the results for a normal error distribution, and the finite population correction (fpc) should be used.