Arthur P. Dempster, Chandu M. Patel, Murray R. Selwyn, Arthur J. Roth, Statistical and Computational Aspects of Mixed Model Analysis, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 33, No. 2 (1984), pp. 203-214
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Dempster et al. (1984) studied this question.
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