Abstract: In this paper, we give an analytical comparison between Bonferroni and Scheff\'e simultaneous confidence intervals for themean of a multivariate normal distribution, which concludes that the Bonferroni intervals are shorter than the Scheff\'e intervals when the dimension of the mean vector is between 2 and 12.