In this paper, we will consider the universal admissibility of linear estimators of stochastic regression coefficients and parameters in multivariate linear model with respect to re- stricted parameter sets. The necessary and sufficient conditions for linear estimators of stochas- tic regression coefficients and parameters to be universal admissible in the homogeneous and non-homogeneous linear classes are obtained under the loss function...