Abstract: In statistical studying, it is always an interesting topic to obtain the estimation and its distribution for an unknown parameter in model. In this paper, the maximum likelihood estimation of multivariate t-model with Rao's simple structure is considered. By the technique of conditional distribution, the exact distribution of estimators is obtained.