Abstract: In the repeated-measures data model,when the performance is linear with respect to the vector fixed-effect parameter a and vector of ramdom-effect parameter β,this paper obtains the estimators of a, b= E（β）, E = Cov （β） and σ²,and some properties about the estimators have been discussed.