Abstract
The testing problems of the coefficient vectors of multivariate linear relationships are considered, when there are replications, where all the variables involved are subject to errors or fluctuations. A test statistic based on the generalization of Williams't test is derived, and its asymptotic distributions under null hypotheses are obtained for a functional and a structural relationship respectively. The testing procedures are shown to be the same either for a functional or a structural relationship.
