(5) S. L. Sclove. Admissibility of the maximum likelihood estimator in the regression of two predictands on one stochastic predictor. Annals of the Institute of Statistical Mathematics 22 (1970), 171-174.

It is shown that the maximum likelihood estimator is admissible in multivariate regression when there are two predictands and the means are known.