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Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 31, 1999 - Issue 3
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Articles

Robustness of the EWMA Control Chart to Non-Normality

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Pages 309-316 | Published online: 20 Feb 2018

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Jing Wang & Liu Liu. (2024) A new multivariate control chart based on the isolation forest algorithm. Quality Engineering 36:2, pages 390-406.
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Xiulin Xie & Peihua Qiu. (2024) A General Framework for Robust Monitoring of Multivariate Correlated Processes. Technometrics 66:1, pages 40-54.
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Athanasios C. Rakitzis & Argyro Lafatzi. (2023) On the performance of two-sided EWMA charts in the monitoring of continuous proportions. Communications in Statistics - Simulation and Computation 0:0, pages 1-21.
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Wen Zhong, Liu Liu & Wu Fan. (2023) Nonparametric likelihood ratio-based EWMA control chart. Quality Technology & Quantitative Management 0:0, pages 1-17.
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Michael B. C. Khoo, Sajal Saha, Sin Yin Teh, Abdul Haq & How Chinh Lee. (2022) The median control chart for process monitoring in short production runs. Communications in Statistics - Simulation and Computation 51:10, pages 5816-5831.
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Vasileios Alevizakos, Kashinath Chatterjee & Christos Koukouvinos. (2022) The quadruple exponentially weighted moving average control chart. Quality Technology & Quantitative Management 19:1, pages 50-73.
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XueLong Hu, Philippe Castagliola, Anan Tang & Jianlan Zhong. (2021) Guaranteed conditional performance of the median run length based EWMA chart with unknown process parameters. Communications in Statistics - Simulation and Computation 50:12, pages 4280-4299.
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Aamir Saghir, Liaquat Ahmad & Muhammad Aslam. (2021) Modified EWMA control chart for transformed gamma data. Communications in Statistics - Simulation and Computation 50:10, pages 3046-3059.
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Marzieh Khakifirooz, V. G. Tercero-Gómez & W. H. Woodall. (2021) The role of the normal distribution in statistical process monitoring. Quality Engineering 33:3, pages 497-510.
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Vasileios Alevizakos, Kashinath Chatterjee & Christos Koukouvinos. (2021) The triple exponentially weighted moving average control chart. Quality Technology & Quantitative Management 18:3, pages 326-354.
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Nger Ling Chong, Michael B. C. Khoo, Philippe Castagliola, Sajal Saha & Faijun Nahar Mim. (2021) A variable parameters auxiliary information based quality control chart with application in a spring manufacturing process: The Markov chain approach. Quality Engineering 33:2, pages 252-270.
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Muhammad Shujaat Nawaz, Muhammad Azam & Muhammad Aslam. (2021) EWMA and DEWMA repetitive control charts under non-normal processes. Journal of Applied Statistics 48:1, pages 4-40.
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Abdul Haq & Michael B. C. Khoo. (2020) Multivariate process dispersion monitoring without subgrouping. Journal of Applied Statistics 47:9, pages 1652-1675.
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Muhammad Aslam, Muhammad Ali Raza, Muhammad Azam, Liaquat Ahmad & Chi-Hyuck Jun. (2020) Design of a sign chart using a new EWMA statistic. Communications in Statistics - Theory and Methods 49:6, pages 1299-1310.
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XueLong Hu & Philippe Castagliola. (2019) A re-evaluation of the run rules xbar chart when the process parameters are unknown. Quality Technology & Quantitative Management 16:6, pages 696-725.
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Zhonghua Li, Min Xie & Maoyuan Zhou. (2018) Rank-based EWMA procedure for sequentially detecting changes of process location and variability. Quality Technology & Quantitative Management 15:3, pages 354-373.
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Shangjie Xu & Daniel R. Jeske. (2018) Weighted EWMA charts for monitoring type I censored Weibull lifetimes. Journal of Quality Technology 50:2, pages 220-230.
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María I. Flury & Marta B. Quaglino. (2018) Multivariate EWMA control chart with highly asymmetric gamma distributions. Quality Technology & Quantitative Management 15:2, pages 230-252.
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Canan Bilen, Anakaorn Khan & Wichai Chattinnawat. (2017) Dual-monitoring scheme for multivariate autocorrelated cascade processes with EWMA and MEWMA charts. Quality Technology & Quantitative Management 14:2, pages 156-177.
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Huifen Chen, David Goldsman, Bruce W. Schmeiser & Kwok-Leung Tsui. (2017) Symmetric -charts: Sensitivity to nonnormality and control-limit estimation. Communications in Statistics - Simulation and Computation 46:1, pages 358-378.
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Yi-Hua Tina Wang & Hsiuying Wang. (2016) On the monitoring of mixture simple linear profiles. Journal of Statistical Computation and Simulation 86:15, pages 3009-3024.
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R. Zheng & S. Chakraborti. (2016) A Phase II nonparametric adaptive exponentially weighted moving average control chart. Quality Engineering 28:4, pages 476-490.
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Houtao Deng, George Runger & Eugene Tuv. (2012) System Monitoring with Real-Time Contrasts. Journal of Quality Technology 44:1, pages 9-27.
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Peihua Qiu & Zhonghua Li. (2011) On Nonparametric Statistical Process Control of Univariate Processes. Technometrics 53:4, pages 390-405.
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S. W. Human, P. Kritzinger & S. Chakraborti. (2011) Robustness of the EWMA control chart for individual observations. Journal of Applied Statistics 38:10, pages 2071-2087.
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Giovanna Capizzi & Guido Masarotto. (2011) A Least Angle Regression Control Chart for Multidimensional Data. Technometrics 53:3, pages 285-296.
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M.A. Graham, S. Chakraborti & S.W. Human. (2011) A Nonparametric EWMA Sign Chart for Location Based on Individual Measurements. Quality Engineering 23:3, pages 227-241.
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Yu-Chang Lin & Chao-Yu Chou. (2011) Robustness of the EWMA and the combined X¯–EWMA control charts with variable sampling intervals to non-normality. Journal of Applied Statistics 38:3, pages 553-570.
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Christian H. Weiß. (2011) Detecting mean increases in Poisson INAR(1) processes with EWMA control charts. Journal of Applied Statistics 38:2, pages 383-398.
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Chau-Chen Torng, Chun-Chieh Tseng & Pei-Hsi Lee. (2010) Non-normality and combined double sampling and variable sampling interval control charts. Journal of Applied Statistics 37:6, pages 955-967.
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MahmoudA. Mahmoud & WilliamH. Woodall. (2010) An Evaluation of the Double Exponentially Weighted Moving Average Control Chart. Communications in Statistics - Simulation and Computation 39:5, pages 933-949.
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Su-Yi Li, Loon-Ching Tang & Szu-Hui Ng. (2010) Nonparametric CUSUM and EWMA Control Charts for Detecting Mean Shifts. Journal of Quality Technology 42:2, pages 209-226.
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Changliang Zou & Fugee Tsung. (2010) Likelihood Ratio-Based Distribution-Free EWMA Control Charts. Journal of Quality Technology 42:2, pages 174-196.
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Zhonghua Li & Zhaojun Wang. (2010) Adaptive CUSUM of the Q chart. International Journal of Production Research 48:5, pages 1287-1301.
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RobertV. Brill & ThomasJ. Bzik. (2009) Control Charts for Skewed and Left-Censored Data that Approximately Control the Family Type I Error. Quality Engineering 21:4, pages 446-462.
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Yu-Chang Lin & Chao-Yu Chou. (2009) Economic design of adaptive control charts for skewed data. Journal of Statistics and Management Systems 12:5, pages 829-851.
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MarionR. Reynolds$suffix/text()$suffix/text(). (2009) Discussion on “Optimal Sequential Surveillance for Finance, Public Health, and Other Areas” by Marianne Frisén. Sequential Analysis 28:3, pages 375-380.
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L. Allison Jones-Farmer, Victoria Jordan & Charles W. Champ. (2009) Distribution-Free Phase I Control Charts for Subgroup Location. Journal of Quality Technology 41:3, pages 304-316.
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A. Vaghefi, SamD. Tajbakhsh & R. Noorossana. (2009) Phase II Monitoring of Nonlinear Profiles. Communications in Statistics - Theory and Methods 38:11, pages 1834-1851.
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Yan-Kwang Chen & Kuo-Ching Chiou. (2009) Evaluation of median rankit control charts based on statistical efficiency. Journal of Statistics and Management Systems 12:3, pages 487-497.
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Chau-Chen Torng & Pei-Hsi Lee. (2009) The Performance of Double Sampling Control Charts Under Non Normality. Communications in Statistics - Simulation and Computation 38:3, pages 541-557.
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Amor Messaoud, Winfried Theis, Franz Hering & Claus Weihs. (2008) Monitoring a Drilling Process Using Residual Control Charts. Quality Engineering 21:1, pages 1-9.
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Chau-Chen Torng & Pei-Hsi Lee. (2008) ARL Performance of the Tukey's Control Chart. Communications in Statistics - Simulation and Computation 37:9, pages 1904-1913.
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W. John Braun & Dongryeon Park. (2008) Estimation of σ for Individuals Charts. Journal of Quality Technology 40:3, pages 332-344.
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Lianjie Shu, Wei Jiang & Shujin Wu. (2007) A One-Sided EWMA Control Chart for Monitoring Process Means. Communications in Statistics - Simulation and Computation 36:4, pages 901-920.
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Ji Ying Liu, Min Xie, Thong Ngee Goh & L. Y. Chan. (2007) A study of EWMA chart with transformed exponential data. International Journal of Production Research 45:3, pages 743-763.
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YuehjenE. Shao & Chia-Ding Hou. (2006) ESTIMATION OF THE STARTING TIME OF A STEP CHANGE DISTURBANCE IN A GAMMA PROCESS. Journal of the Chinese Institute of Industrial Engineers 23:4, pages 319-327.
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Yan-Hsin Tseng & Du-Ming Tsai. (2006) USING INDEPENDENT COMPONENT ANALYSIS BASED PROCESS MONITORING IN TFT-LCD MANUFACTURING. Journal of the Chinese Institute of Industrial Engineers 23:3, pages 262-267.
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YuehjenE. Shao, Chia-Ding Hou & Hsueh-Ju Wang. (2006) ESTIMATION OF THE CHANGE POINT OF A GAMMA PROCESS BY USING THE S CONTROL CHART AND MLE. Journal of the Chinese Institute of Industrial Engineers 23:3, pages 207-214.
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Marion R Reynolds$suffix/text()$suffix/text() & Zachary G Stoumbos. (2005) Should Exponentially Weighted Moving Average and Cumulative Sum Charts Be Used With Shewhart Limits?. Technometrics 47:4, pages 409-424.
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William H Woodall & Mahmoud A Mahmoud. (2005) The Inertial Properties of Quality Control Charts. Technometrics 47:4, pages 425-436.
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PetrosE. Maravelakis, John Panaretos & Stelios Psarakis. (2005) An Examination of the Robustness to Non Normality of the EWMA Control Charts for the Dispersion. Communications in Statistics - Simulation and Computation 34:4, pages 1069-1079.
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Yu-Chang Lin & Chao-Yu Chou. (2005) Robustness of the Variable Sample Size and Control Limit ¯X Chart to Non Normality. Communications in Statistics - Theory and Methods 34:3, pages 721-743.
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Marion R Reynolds$suffix/text()$suffix/text() & Zachary G Stoumbos. (2004) Control Charts and the Efficient Allocation of Sampling Resources. Technometrics 46:2, pages 200-214.
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Christian Sonesson. (2003) Evaluations of some Exponentially Weighted Moving Average methods. Journal of Applied Statistics 30:10, pages 1115-1133.
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Stephen M. Scariano & Maria E. Calzada. (2003) A Note on the Lower-Sided Synthetic Chart for Exponentials. Quality Engineering 15:4, pages 677-680.
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Shey‐Huei Sheu & Tse‐Chieh Lin. (2003) The Generally Weighted Moving Average Control Chart for Detecting Small Shifts in the Process Mean. Quality Engineering 16:2, pages 209-231.
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Maria E. Calzada & Stephen M. Scariano. (2003) Reconciling the Integral Equation and Markov Chain Approaches for Computing EWMA Average Run Lengths. Communications in Statistics - Simulation and Computation 32:2, pages 591-604.
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Connie M Borror, J. Bert Keats & Douglas C Montgomery. (2003) Robustness of the time between events CUSUM. International Journal of Production Research 41:15, pages 3435-3444.
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Yi Dou & Ping Sa. (2002) One-sided control charts for the mean of positively skewed distributions. Total Quality Management 13:7, pages 1021-1033.
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L. Allison Jones. (2002) The Statistical Design of EWMA Control Charts with Estimated Parameters. Journal of Quality Technology 34:3, pages 277-288.
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Zachary G. Stoumbos & Joe H. Sullivan. (2002) Robustness to Non-Normality of the Multivariate EWMA Control Chart. Journal of Quality Technology 34:3, pages 260-276.
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Joe H Sullivan & L. Allison Jones. (2002) A Self-Starting Control Chart for Multivariate Individual Observations. Technometrics 44:1, pages 24-33.
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Ruey-Shiang Guh. (2002) EFFECTS OF NON-NORMALITY ON ARTIFICIAL NEURAL NETWORK BASED CONTROL CHART PATTERN RECOGNIZER. Journal of the Chinese Institute of Industrial Engineers 19:6, pages 13-22.
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G. K. Kanji & Osama Hasan Arif. (2001) Median rankit control chart for Weibull distribution. Total Quality Management 12:5, pages 629-642.
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S. J. Lee & Ping Sa. (2001) Tolerance limits as a continuous assessment tool. Total Quality Management 12:4, pages 491-510.
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L. Allison Jones, Charles W Champ & Steven E Rigdon. (2001) The Performance of Exponentially Weighted Moving Average Charts With Estimated Parameters. Technometrics 43:2, pages 156-167.
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Maria E. Calzada & Stephen M. Scariano. (2001) THE ROBUSTNESS OF THE SYNTHETIC CONTROL CHART TO NON-NORMALITY. Communications in Statistics - Simulation and Computation 30:2, pages 311-326.
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G. K. Kanji & Osama Hasan Arif. (2000) Median rankit control chart by the quantile approach. Journal of Applied Statistics 27:6, pages 757-770.
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Zachary G B. Stoumbos & Marion R. Reynolds$suffix/text()$suffix/text(). (2000) Robustness to non-normality and autocorrelation of individuals control charts. Journal of Statistical Computation and Simulation 66:2, pages 145-187.
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Vasileios Alevizakos, Kashinath Chatterjee & Christos Koukouvinos. On the performance and comparison of various memory-type control charts. Communications in Statistics - Simulation and Computation 0:0, pages 1-21.
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Yipeng Wang, Xiulin Xie & Peihua Qiu. Nonparametric online monitoring of dynamic networks. Journal of Quality Technology 0:0, pages 1-30.
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