We introduce a new handy representation for the rank of the difference of the covariance matrices of the ordinary least squares estimator OLSE (Xβ) (= Hy, say) and the best linear unbiased estimator ...

A joint model for mixed ordinal and continuous responses, with missing values in both variables, and their missing mechanisms is proposed. Full likelihood-based approach that yields maximum likelihood ...