A review of some sampling and aggregation strategies for basic statistical process monitoring

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalNot applicablepeer-review

9 Scopus Citations
View graph of relations

Author(s)

Detail(s)

Original languageEnglish
Journal / PublicationJournal of Quality Technology
Online published12 Jul 2019
Publication statusOnline published - 12 Jul 2019

Abstract

We review the long-established rational subgrouping principle for determining an effective sampling plan for process monitoring. We present some other general advice that has been given in the literature and discuss some issues related to sampling as it applies to monitoring. Because it is very common to form samples by aggregating data over fixed time intervals, we review the literature on the effect of temporal aggregation on process monitoring performance and provide our perspective. We offer some practical advice and some directions for future research.

Research Area(s)

  • average time to signal, public health surveillance, rational subgrouping, social network monitoring, temporal aggregation, time between-events control chart, timestamp