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Optimal designs for an additive quadratic mixture model involving the amount of mixture

机译:包含混合量的附加二次混合模型的优化设计

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摘要

This paper is concerned with D- and A-optimal designs for a quadratic additive model for experiments with mixtures, in which the response depends not only on the relative proportions but also on the actual amounts of the mixture components. It is found that the origin and vertices of the simplex are support points of these optimal designs, and when the number of mixture components increases, other support points shift gradually from barycentres of depth 1 to barycentres of higher depths. It is shown that the D-optimal designs have high efficiency in terms of A-optimality, and vice versa.
机译:本文涉及用于混合实验的二次加法模型的D优化设计和A优化设计,其中响应不仅取决于相对比例,还取决于混合物组分的实际量。发现单纯形的原点和顶点是这些最佳设计的支撑点,并且当混合成分的数量增加时,其他支撑点逐渐从深度1的重心移到深度更大的重心。结果表明,D最优设计在A最优方面具有很高的效率,反之亦然。

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