Optimal non-circular designs for total effects under interference models

被引:0
|
作者
Kong, Xiangshun [1 ]
Fu, Jie [1 ]
Zheng, Wei [2 ]
机构
[1] Beijing Inst Technol, Dept Stat, Beijing 100081, Peoples R China
[2] Univ Tennessee, Dept Stat, Knoxville, TN 37996 USA
来源
STAT | 2023年 / 12卷 / 01期
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
approximate design; linear equations system; total effects; universally optimal designs; NEIGHBOR-BALANCED DESIGNS; OPTIMAL CROSSOVER DESIGNS; LOCALLY OPTIMAL DESIGNS; NONLINEAR MODELS;
D O I
10.1002/sta4.601
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In block designs, the responses of plots are potentially influenced by the treatments of neighbouring plots and the surrounding environment. Many researchers use two guarding plots next to the edge plots, for which we apply certain treatments to control these environmental effects. Thus, a design is presented as a collection of treatment sequences. For the estimation of total effects, existing results consider circular designs, whose constraints are unnecessary in common applications. In this paper, we construct optimal or highly efficient non-circular designs under interference models. It is observed that the optimal non-circular designs for the total effects outperform the optimal circular designs in many instances. In fact, a design containing a circular sequence cannot be optimal for t>2.
引用
收藏
页数:13
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