Abstract: In this paper, we consider the Minimax admissibility characterization of linear estimates with respect to restricted regression coefficient under a matrix loss function. The necessary and sufficient conditions are given for a linear estimates AY+c to be Minimax admissible in the class of nonhomogeneous linear estimates.