The estimated covariance matrix of the parameter estimates is computed as the inverse Hessian matrix, and for unconstrained problems it should be positive definite. If the final parameter estimates ...

Additional theory with examples is provided in Littell et al ... The mixed model extends the general linear model by allowing a more flexible specification of the covariance matrix of . In other words ...