Decomposition of multivariate statistical models

The paper is focused on decomposition of a multivariate model into a system of two simpler models. The multiresponses are considered to be in- dependent with the same covariance matrix. Tests are proposed to identify which of the two models should be used in order to obtain more efficient estimators. In a case of partly known model parameters, a tolerance domain for negligible parameters is given.