William H. Woodall, Douglas C. Montgomery
The purpose of this article is to provide an overview and perspective of recent research and applications of statistical process monitoring. The focus is on work done over the past decade or so. The article briefly reviews 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. The authors briefly discuss the choice of performance metrics. The article provide references and offers some directions for further research.
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