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An effective strategy for the analysis of response profiles
Quality Engineering ( IF 2 ) Pub Date : 2020-07-24 , DOI: 10.1080/08982112.2020.1772978
Ronald D. Snee 1
Affiliation  

Abstract

An effective strategy for the analysis and comparison of profiles is proposed and illustrated with case studies. This useful strategy makes effective use of profile data by using all the data in each individual profile to create two statistics that describe the profile behavior: Profile “Level” and Profile “Shape.” The profile Level relates to the area under the profile. The Shape statistic is related to the rate of increase of the profile over time. These characteristics enable practical interpretations regarding the factors studied in the experiment. The method is easy to use requiring only straight line regression and design of experiments analysis procedures. A Modified Principal Component Analysis is recommended as an alternative approach to create profile level and shape statistics when the linearized profile model does not give an adequate description of the data.



中文翻译:

分析回应资料的有效策略

摘要

提出了一种有效的分析和比较配置文件的策略,并通过案例研究进行了说明。通过使用每个单独的配置文件中的所有数据来创建两个描述配置文件行为的统计信息,此有用的策略可以有效地使用配置文件数据:配置文件“级别”和配置文件“形状”。轮廓级别与轮廓下的区域有关。形状统计量与轮廓随时间的增长速率有关。这些特征使得可以对实验中研究的因素进行实际的解释。该方法易于使用,仅需直线回归并设计实验分析程序。

更新日期:2020-07-24
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