用于检验配对差异的最优设计:一种基于图的博弈论方法

Optimal designs for testing pairwise differences: A graph‐based game theoretic approach

Scandinavian Journal of Statistics · 2024
被引 2
ABS 3

中文导读

针对检验部分或全部配对处理间是否存在差异的问题,用图论和博弈论方法提出了最大最小最优设计,部分设计是已知但未被识别为最优的,部分是新设计且优于朴素设计。

Abstract

Abstract In a variety of experimental settings there is an interest in comparing pairs–of–treatments. Such experiments usually address one of the following two scientific questions: (1) is there a difference within any of the selected pairs of treatments? or (2) is there a difference within all of the selected pairs of treatments? In this article, we propose max–min optimal designs for testing the above hypotheses using a graph‐based game theoretic approach. Some of the max–min designs obtained are well known, but not recognized as optimal, others are novel and provide an improvement over naive designs.

实验设计配对比较图论博弈论统计学