Abstract
The purpose of this paper is to provide an overview and our perspective of recent research and applications of statistical process monitoring. The focus is on work done over the past decade or so. We review briefly a number of important areas, including health-related monitoring, spatiotemporal surveillance, profile monitoring, use of autocorrelated data, the effect of estimation error, and high-dimensional monitoring, among others. We briefly discuss the choice of performance metrics. We provide references and offer some directions for further research.
| Original language | English (US) |
|---|---|
| Pages (from-to) | 78-94 |
| Number of pages | 17 |
| Journal | Journal of Quality Technology |
| Volume | 46 |
| Issue number | 1 |
| DOIs | |
| State | Published - Jan 2014 |
Keywords
- Control chart
- Healthcare monitoring
- Image monitoring
- Profile monitoring
- Public-health surveillance
- Risk-adjusted monitoring
- SPC
- Spatiotemporal surveillance
- Statistical process control
ASJC Scopus subject areas
- Safety, Risk, Reliability and Quality
- Strategy and Management
- Management Science and Operations Research
- Industrial and Manufacturing Engineering