The Strong Consistency Properties of Estimators for the Semiparametric Mixed Effects Models
半参数混合效应模型中的估计及其强相合性

The linear mixed effects model proposed by Tao et al. in 1999 is generalized to the semiparametric mixed effects model. The estimation of model parameters, regression function and the density function of the random effects is established.The strong consistency properties of the estimators are studied. The simulation results show that the estimation method is feasible.