Article ID Journal Published Year Pages File Type
1155220 Statistics & Probability Letters 2008 10 Pages PDF
Abstract

Serial correlation can seriously affect the performance of traditional control charts. Many authors have studied the effect of autocorrelation on EWMA control charts and have shown how to modify the control limits to account for autocorrelation. In this paper we compare three different estimation methods for the variance of the EWMA statistic that is adapted to autocorrelated data. This comparison is based on the asymptotic relative efficiency of the estimators.

Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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