Rao’s method of analysis was compared with two univariate methods in a growth curve problem using multivariate analysis of variance. The estimates of the parameters of the model are essentially the same for the three methods. The confidence bounds obtained however are quite different when complete independence is assumed but the mixed model approach gives bounds that are close to these obtained by Rao’s method.