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- W2334964560 abstract "Purpose: The purpose of this study is to compare two multivariate cumulative sum (MCUSUM) charts designed for spatio-temporal surveillance in terms of not only temporal detection performance but also spatial detection performance. Method: Experiments under various configurations are designed and performed to test two CUSUM charts, namely SMCUSUM and RMCUSUM. In addition to average run length(ARL), two measures of spatial identi- fication accuracy are reported and compared. Results: The RMCUSUM chart provides higher level of spatial identification accuracy while two charts show comparable performance in terms of ARL. Conclusion: The RMCUSUM chart has more flexibility, robustness, and spatial identification accuracy when compared to those of the SMCUSUM chart. We recommend to use the RMCUSUM chart if control limit calibra- tion is not an urgent task." @default.
- W2334964560 created "2016-06-24" @default.
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- W2334964560 date "2015-12-31" @default.
- W2334964560 modified "2023-09-24" @default.
- W2334964560 title "Comparison of Multivariate CUSUM Charts Based on Identification Accuracy for Spatio-temporal Surveillance" @default.
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- W2334964560 doi "https://doi.org/10.7469/jksqm.2015.43.4.521" @default.
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