S. E. Michaels, The Usefulness of Experimental Designs, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 13, No. 3, Proceedings of the September 1963 Joint Conference of the Research and Industrial Applications Sections of the Royal Statistical Society (1964), pp. 221-235
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Scott E. Michaels (1964) studied this question.