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IISE Transactions Volume 52, 2020 - Issue 1
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Quality & Reliability Engineering

A general charting scheme for monitoring serially correlated data with short-memory dependence and nonparametric distributions

Wendong LiSchool of Statistics, East China Normal University, Shanghai, P.R. China; View further author information
&
Peihua QiuDepartment of Biostatistics, University of Florida, Gainesville, FL, USACorrespondence[email protected]
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Pages 61-74 | Received 13 Jul 2018, Accepted 14 Nov 2018, Published online: 29 Apr 2019

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Yifan Li, Chunjie Wu, Wendong Li & Fugee Tsung. (2023) Nonparametric passenger flow monitoring using a minimum distance criterion. IISE Transactions 55:9, pages 861-872.
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Xiulin Xie & Peihua Qiu. (2023) A General Framework for Robust Monitoring of Multivariate Correlated Processes. Technometrics 0:0, pages 1-15.
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Honghan Ye, Ziqian Zheng, Jing-Ru C. Cheng, Brock Hable & Kaibo Liu. (2023) Online monitoring of high-dimensional asynchronous and heterogeneous data streams for shifts in location and scale. International Journal of Production Research 0:0, pages 1-17.
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Yifan Li, Chunjie Wu, Zhijun Wang & Zhiming Hu. (2023) Aggregated parameter update schemes for monitoring binary profiles. Journal of Applied Statistics 0:0, pages 1-23.
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Zhiwen Fang, Wendong Li, Xin Liu, Xiaolong Pu & Dongdong Xiang. (2022) Online monitoring of high-dimensional binary data streams with application to extreme weather surveillance. Journal of Applied Statistics 49:16, pages 4122-4136.
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Dongdong Xiang, Peihua Qiu, Dezhi Wang & Wendong Li. (2022) Reliable Post-Signal Fault Diagnosis for Correlated High-Dimensional Data Streams. Technometrics 64:3, pages 323-334.
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Wendong Li, Fugee Tsung, Zhenli Song, Ke Zhang & Dongdong Xiang. (2021) Multi-sensor based landslide monitoring via transfer learning. Journal of Quality Technology 53:5, pages 474-487.
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Wendong Li, Chi Zhang, Fugee Tsung & Yajun Mei. (2021) Nonparametric monitoring of multivariate data via KNN learning. International Journal of Production Research 59:20, pages 6311-6326.
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Li Xue & Peihua Qiu. (2021) A nonparametric CUSUM chart for monitoring multivariate serially correlated processes. Journal of Quality Technology 53:4, pages 396-409.
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Kai Yang & Peihua Qiu. (2020) Online sequential monitoring of spatio-temporal disease incidence rates. IISE Transactions 52:11, pages 1218-1233.
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Peihua Qiu. (2020) Big Data? Statistical Process Control Can Help!. The American Statistician 74:4, pages 329-344.
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Articles from other publishers (7)

Warren R. Williams & Raahul C. Pathak. (2023) Edge Analytics Solution for Online Monitoring of Building Operations Data. Edge Analytics Solution for Online Monitoring of Building Operations Data.
Miaomiao Yu, Yuhao Zhou & Fugee Tsung. (2023) Robust online detection in serially correlated directed network. Naval Research Logistics (NRL) 70:7, pages 735-752.
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Honghan Ye & Kaibo Liu. (2022) A Generic Online Nonparametric Monitoring and Sampling Strategy for High-Dimensional Heterogeneous Processes. IEEE Transactions on Automation Science and Engineering 19:3, pages 1503-1516.
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Qin Zhou & Peihua Qiu. (2021) Phase I monitoring of serially correlated nonparametric profiles by mixed‐effects modeling. Quality and Reliability Engineering International 38:1, pages 134-152.
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Xiulin Xie & Peihua Qiu. 2022. Control Charts and Machine Learning for Anomaly Detection in Manufacturing. Control Charts and Machine Learning for Anomaly Detection in Manufacturing 131 147 .
Sandile Charles Shongwe & Jean-Claude Malela-Majika. (2021) A new double sampling scheme to monitor the process mean of autocorrelated observations using an AR(1) model with a skip sampling strategy. Computers & Industrial Engineering 153, pages 107084.
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Yanting Li, Dezhao Pei & Zhenyu Wu. (2020) A multivariate non-parametric control chart based on run test. Computers & Industrial Engineering 149, pages 106839.
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