M. J. Box, N. R. Draper, Estimation and Design Criteria for Multiresponse Non-Linear Models with Non-Homogeneous Variance, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 21, No. 1 (1972), pp. 13-24
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Box et al. (1972) studied this question.
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