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Original Articles

Monitoring Variation in a Multivariate Process When the Dimension is Large Relative to the Sample Size

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Pages 939-951 | Received 29 Feb 2008, Accepted 11 Jul 2008, Published online: 24 Mar 2009

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (6)

Mohsen Ebadi, Shojaeddin Chenouri, Dennis K. J. Lin & Stefan H. Steiner. (2022) Statistical monitoring of the covariance matrix in multivariate processes: A literature review. Journal of Quality Technology 54:3, pages 269-289.
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Jimoh Olawale Ajadi, Zezhong Wang & Inez Maria Zwetsloot. (2021) A review of dispersion control charts for multivariate individual observations. Quality Engineering 33:1, pages 60-75.
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Maman Abdurachman Djauhari, Revathi Sagadavan & Lee Siaw Li. (2016) Monitoring multivariate process variability when sub-group size is small. Quality Engineering 28:4, pages 429-440.
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RobertL. Mason, Youn-Min Chou & JohnC. Young. (2011) Detection and Interpretation of a Multivariate Signal Using Combined Charts. Communications in Statistics - Theory and Methods 40:5, pages 942-957.
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Robert L. Mason, Youn-Min Chou & John C. Young. (2010) Decomposition of Scatter Ratios Used in Monitoring Multivariate Process Variability. Communications in Statistics - Theory and Methods 39:12, pages 2128-2145.
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Articles from other publishers (15)

Jimoh Olawale Ajadi, Angus Wong, Tahir Mahmood & Kevin Hung. (2021) A new multivariate CUSUM chart for monitoring of covariance matrix with individual observations under estimated parameter. Quality and Reliability Engineering International 38:2, pages 834-847.
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Jimoh Olawale Ajadi & Inez Maria Zwetsloot. (2020) Should observations be grouped for effective monitoring of multivariate process variability?. Quality and Reliability Engineering International 36:3, pages 1005-1027.
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Dauda Usman & Fatima Sani Stores. (2020) On Some Data Pre-processing Techniques For K-Means Clustering Algorithm. Journal of Physics: Conference Series 1489:1, pages 012029.
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Xiu Ning & Pingke Li. (2019) A simulation comparison of some distance‐based EWMA control charts for monitoring the covariance matrix with individual observations. Quality and Reliability Engineering International 36:1, pages 50-67.
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Z. Zolkepley, M. A. Djauhari & R. M. Salleh. SPC in service industry: Case in teaching and learning process variability monitoring. SPC in service industry: Case in teaching and learning process variability monitoring.
Nur Syahidah Yusoff, Noryanti Mohamad, Chuan Zun Liang, Shamshuritawati Sharif & Tan Lit Ken. (2018) A network topology approach to diagnose the shift of covariance structure. MATEC Web of Conferences 189, pages 03027.
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Iuliana Madalina Stoica, Hamid Babamoradi & Frans van den Berg. (2017) A statistical strategy to assess cleaning level of surfaces using fluorescence spectroscopy and Wilks’ ratio. Chemometrics and Intelligent Laboratory Systems 165, pages 11-21.
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Maman A. Djauhari, Rohayu Mohd Salleh, Zunnaaim Zolkeply & Lee Siaw Li. On the reliability of Shewhart-type control charts for multivariate process variability. On the reliability of Shewhart-type control charts for multivariate process variability.
Nur Syahidah Yusoff & Shamshuritawati Sharif. Identifying influential variables in complex system: Network topology versus principal component analysis. Identifying influential variables in complex system: Network topology versus principal component analysis.
Revathi Sagadavan, Maman A. Djauhari & Ismail Mohamad. (2014) Estimation of population generalized variance: Application in service industry. Estimation of population generalized variance: Application in service industry.
Lee Siaw Li & Maman A. Djauhari. (2012) Using combination charts to cocoa powder production process control. Using combination charts to cocoa powder production process control.
M. A. Djauhari. (2011) The effect of an additional observation on covariance structure. The effect of an additional observation on covariance structure.
R. M. Salleh & M. A. Djauhari. (2011) Robust monitoring of process mean vector in female shrouded connector production: An experience in Malaysia. Robust monitoring of process mean vector in female shrouded connector production: An experience in Malaysia.
M. A. Djauhari. (2011) Combination of two Shewhart-type control charts to detect small as well as large shifts in multivariate process variability. Combination of two Shewhart-type control charts to detect small as well as large shifts in multivariate process variability.
W. S. Yusoff & M. A. Djauhari. (2011) Comparison study on the speed of convergence in distribution of sample generalized variance and sample vector variance. Comparison study on the speed of convergence in distribution of sample generalized variance and sample vector variance.

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