两级不规则设计的一种更有效的同构检验

IF 1.5 3区 数学 Q2 STATISTICS & PROBABILITY Statistica Sinica Pub Date : 2023-01-01 DOI:10.5705/ss.202022.0200
Chunyan Wang, Robert W. Mee
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引用次数: 0

摘要

本文利用平行平面结构,给出了判别二水平分数阶乘设计同构的几个新的充要条件。据此提出了一种新的同构检验算法。该算法简单、通用,可用于规则或非规则设计。该方法利用平行平面结构存在时的优势,比现有的非规则两层设计的同构性评估方法快得多。最后给出了算例来说明结果。在在线补充材料中可以找到在Matlab中有效实现所提出算法的方法。
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A More Efficient Isomorphism Check for Two-Level Nonregular Designs
: In this paper, we propose some new necessary and sufficient conditions for identifying isomorphism in two-level fractional factorial designs, using a parallel flats structure. A new algorithm for checking isomorphism is provided accordingly. The proposed algorithm is simple and general, and can be used for either regular or nonregular designs. By taking advantage of the parallel flats structure when it exists, the method is much faster than current methods for assessing the isomorphism of nonregular two-level designs. Examples are given to illustrate the results. An efficient implementation of the proposed algorithm in Matlab can be found in the online Supplementary Material.
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来源期刊
Statistica Sinica
Statistica Sinica 数学-统计学与概率论
CiteScore
2.10
自引率
0.00%
发文量
82
审稿时长
10.5 months
期刊介绍: Statistica Sinica aims to meet the needs of statisticians in a rapidly changing world. It provides a forum for the publication of innovative work of high quality in all areas of statistics, including theory, methodology and applications. The journal encourages the development and principled use of statistical methodology that is relevant for society, science and technology.
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