Estimation proceeds by equating the expected values of quadratic forms to their sample values and solving for the unknown variance com ponents. To be specific, consider q different quadratic forms generated by Qj, (j = 1, ..., q), where there are q unknown variances and covariances. Corresponding to each quadratic form, there is a calculated, or 'sample' value