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研究处理顺序效应的添加顺序正交阵列

Order-of-addition orthogonal arrays to study the effect of treatment ordering

Annals of Statistics · 2023
被引 13
ABS 4*

中文导读

研究了m个处理顺序效应的建模,证明了某些设计在相对位置和绝对位置模型下的最优性,并提出了枚举最优设计的方法。

Abstract

The effect of the order in which a set of m treatments is applied can be modeled by relative-position factors that indicate whether treatment i is carried out before or after treatment j, or by the absolute position for treatment i in the sequence. A design with the same normalized information matrix as the design with all m! sequences is D- and G-optimal for the main-effects model involving the relative-position factors. We prove that such designs are also I-optimal for this model and D-optimal as well as G- and I-optimal for the first-order model in the absolute-position factors. We propose a methodology for a complete or partial enumeration of nonequivalent designs that are optimal for both models.

实验设计最优设计组合数学统计学