Point estimation of the error variance term in ANOVA for orthogonal arrays is discussed. It is assumed that some error terms are assigned. The procedure which is accompanied with a preliminary test of each effect at some level of significance, and some other procedure of which theoretical features are known are examined. The Monte-Carlo study is taken to estimate the mean square errors of their procedures. It is concluded that the procedure with preliminary test at the level 0.50 has good performance.