面向过程监控的用户友好统计概念

User-Friendly Statistical Concepts for Process Monitoring

Journal of the Operational Research Society · 1998
被引 3
ABS 3

中文导读

论文指出标准统计过程控制技术因概念复杂常被误用,提出更简单、用户友好的替代概念和技术,无需用户熟悉标准差,并总结了实现这一目标的一般原则。

Abstract

AbstractMany standard statistical process control techniques involve sophisticated mathematical concepts, which are frequently misunderstood and misused by their users. This means, as this paper argues, that the techniques, and the terminology and concepts underlying them, are inappropriate for their intended uses and users. The paper considers the areas of the statistical background which cause difficulties. It goes on to describe some alternative concepts, techniques and terminology, which are likely to be conceptually simpler and more 'user-friendly' (and in some cases more accurate and robust). None of the ideas require users to be familiar with the standard deviation. We also suggest that the approach of reengineering the conceptual background to suit the context of users and uses may be appropriate to other areas of practical statistics and OR. The paper identifies some general principles for achieving this.Keywords: OR educationqualitystatistical process controlstatistics

运筹学统计过程控制质量管理工程管理