干涉模型的优化设计

J. Kunert, S. Mersmann
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引用次数: 5

摘要

Kunert和Martin(2000)在具有干扰效应的现场试验模型中确定了最优和有效的块设计,块大小为4。在本文中,我们使用Kushner的方法(Kushner, 1997)寻找最优近似设计,将Kunert和Martin(2000)的工作扩展到每个块具有五个或更多地块的最优设计。我们给出了任何设计的信息矩阵迹的总体上界a*t,b,k,并证明了一个普遍最优的近似设计的所有序列只来自四个不同的等价类。在一般p准则下,进一步确定了二元I型正交阵列的效率。我们发现这些设计实现了超过0:94的高效率。
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Optimal designs for an interference model
Kunert and Martin (2000) determined optimal and efficient block designs in a model for field trials with interference effects, for block sizes up to 4. In this paper we use Kushner's method (Kushner, 1997) of finding optimal approximate designs to extend the work of Kunert and Martin (2000) to optimal designs with five or more plots per block. We give an overall upper bound a*t,b,k for the trace of the information matrix of any design and show that an universally optimal approximate design will have all its sequences from merely four different equivalence classes. We further determine the efficiency of a binary type I orthogonal array under the general p-criterion. We find that these designs achieve high efficiencies of more than 0:94.
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