Optimal non-circular designs for total effects under interference models

IF 0.7 4区 数学 Q3 STATISTICS & PROBABILITY Stat Pub Date : 2023-07-18 DOI:10.1002/sta4.601
Xiangshun Kong, Jie Fu, Wei Zheng
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Abstract

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.
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干涉模型下总效应的最佳非圆设计
在块体设计中,地块的响应可能受到邻近地块和周围环境处理的影响。许多研究人员在边缘样地旁边设置了两个防护样地,对此我们采取了一定的处理措施来控制这些环境影响。因此,设计被呈现为处理序列的集合。对于总效应的估计,现有的结果考虑了圆形设计,其约束在一般应用中是不必要的。在本文中,我们在干涉模型下构造了最优或高效的非圆设计。观察到,在许多情况下,总效应的最优非圆设计优于最优圆形设计。事实上,包含圆形序列的设计对于t>2来说不可能是最优的。
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来源期刊
Stat
Stat Decision Sciences-Statistics, Probability and Uncertainty
CiteScore
1.10
自引率
0.00%
发文量
85
期刊介绍: Stat is an innovative electronic journal for the rapid publication of novel and topical research results, publishing compact articles of the highest quality in all areas of statistical endeavour. Its purpose is to provide a means of rapid sharing of important new theoretical, methodological and applied research. Stat is a joint venture between the International Statistical Institute and Wiley-Blackwell. Stat is characterised by: • Speed - a high-quality review process that aims to reach a decision within 20 days of submission. • Concision - a maximum article length of 10 pages of text, not including references. • Supporting materials - inclusion of electronic supporting materials including graphs, video, software, data and images. • Scope - addresses all areas of statistics and interdisciplinary areas. Stat is a scientific journal for the international community of statisticians and researchers and practitioners in allied quantitative disciplines.
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