A note on the maximum likelihood estimators for multivariate normal distribution with monotone data
Hironori Fujisawa · Communication in Statistics- Theory and Methods · 1995
The maximum likelihood estimators are obtained in closed and comprehensible forms for the mean vector and the covariance matrix of a multivariate normal distribution with monotone data by using a conditional set-up. These are expressed in terms of the natural estimators only.