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Original Articles

Phase I Statistical Process Control Charts: An Overview and Some Results

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Pages 52-62 | Published online: 05 Dec 2008

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Diego C. Nascimento, Oilson A. Gonzatto Junior, David Elal-Olivero, Estefania Bonnail & Paulo H. Ferreira. (2023) Statistical process control (SPC) for double-bounded information: Choosing wisely the parametric family for unit data. Quality Engineering 0:0, pages 1-19.
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I. M. Zwetsloot, L. A. Jones-Farmer & W. H. Woodall. (2023) Monitoring univariate processes using control charts: Some practical issues and advice. Quality Engineering 0:0, pages 1-13.
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Fadel M. Megahed, Ying-Ju Chen, Joshua A. Ferris, Sven Knoth & L. Allison Jones-Farmer. (2023) How generative AI models such as ChatGPT can be (mis)used in SPC practice, education, and research? An exploratory study. Quality Engineering 0:0, pages 1-29.
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Yuhui Yao, Subha Chakraborti, Xin Yang, Jason Parton, Dwight Lewis$suffix/text()$suffix/text() & Matthew Hudnall. (2023) Phase I control chart for individual autocorrelated data: application to prescription opioid monitoring. Journal of Quality Technology 55:3, pages 302-317.
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Vasileios Alevizakos, Kashinath Chatterjee, Christos Koukouvinos & Angeliki Lappa. (2023) The effect of parameters estimation on the performance of variables control charts under repetitive sampling. Communications in Statistics - Theory and Methods 52:7, pages 2379-2401.
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Zahra Jalilibal, Mohammad Hassan Ahmadi Karavigh, Amirhossein Amiri & Michael B. C. Khoo. (2023) Run rules schemes for statistical process monitoring: a literature review. Quality Technology & Quantitative Management 20:1, pages 21-52.
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Konstantinos Bourazas, Dimitrios Kiagias & Panagiotis Tsiamyrtzis. (2022) Predictive Control Charts (PCC): A Bayesian approach in online monitoring of short runs. Journal of Quality Technology 54:4, pages 367-391.
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Sotiris Bersimis, Subhabrata Chakraborti & Athanasios C. Rakitzis. (2022) Pattern detection in phase I monitoring using runs-based tests. Communications in Statistics - Simulation and Computation 0:0, pages 1-17.
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Martin G. C. Sarmiento, Felipe S. Jardim, Subhabrata Chakraborti & Eugenio K. Epprecht. (2022) Design of variance control charts with estimated parameters: A head to head comparison between two perspectives. Journal of Quality Technology 54:3, pages 249-268.
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Jean-Claude Malela-Majika, Sandile C. Shongwe & Philippe Castagliola. (2022) One-sided precedence monitoring schemes for unknown shift sizes using generalized 2-of-(h+1) and w-of-w improved runs-rules. Communications in Statistics - Theory and Methods 51:9, pages 2803-2837.
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Scott D. Grimshaw. (2022) A consistent data model for different data granularity in control charts. Quality Engineering 34:2, pages 290-303.
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Mosquera Jaime, Aparisi Francisco & Epprecht K. Eugenio. (2021) Guaranteeing acceptable in-control and out-of-control performance of joint X ̅-S control charts with estimated parameters. Quality Technology & Quantitative Management 18:6, pages 701-717.
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Jinyu Fan, Lianjie Shu, Aijun Yang & Yanting Li. (2021) Phase I analysis of high-dimensional covariance matrices based on sparse leading eigenvalues. Journal of Quality Technology 53:4, pages 333-346.
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Yuhui Yao & Subha Chakraborti. (2021) Phase I monitoring of individual normal data: Design and implementation. Quality Engineering 33:3, pages 443-456.
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Ross Sparks & Hossein Hazrati-Marangaloo. (2021) Aggregation levels when the time between events is Weibull distributed. Quality Engineering 33:2, pages 348-360.
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Shiwang Hou & Keming Yu. (2021) A non-parametric CUSUM control chart for process distribution change detection and change type diagnosis. International Journal of Production Research 59:4, pages 1166-1186.
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Muhammad Aslam, Muhammad Ali Raza, Rehan Ahmad Khan Sherwani, Muhammad Farooq, Jun Yong Jeong & Chi-Hyuck Jun. (2021) A mixed control chart for monitoring failure times under accelerated hybrid censoring. Journal of Applied Statistics 48:1, pages 138-153.
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Murat Atalay, Murat Caner Testik, Serhan Duran & Christian H. Weiß. (2020) Guidelines for automating Phase I of control charts by considering effects on Phase-II performance of individuals control chart. Quality Engineering 32:2, pages 223-243.
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Felipe S. Jardim, Subhabrata Chakraborti & Eugenio K. Epprecht. (2020) Two perspectives for designing a phase II control chart with estimated parameters: The case of the Shewhart Chart. Journal of Quality Technology 52:2, pages 198-217.
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Yuhui Yao, Martin G. C. Sarmiento, Subha Chakraborti & Eugenio K. Epprecht. (2020) Approximate two-sided tolerance interval for sample variances. Quality Engineering 32:1, pages 10-24.
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S. Chakraborti & M. A. Graham. (2019) Nonparametric (distribution-free) control charts: An updated overview and some results. Quality Engineering 31:4, pages 523-544.
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J. A. Garza-Venegas, V. G. Tercero-Gómez, L. Lee Ho, P. Castagliola & G. Celano. (2018) Effect of autocorrelation estimators on the performance of the X̄ control chart. Journal of Statistical Computation and Simulation 88:13, pages 2612-2630.
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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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Sandile C. Shongwe & Marien A. Graham. (2018) A modified side-sensitive synthetic chart to monitor the process mean. Quality Technology & Quantitative Management 15:3, pages 328-353.
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Giovanna Capizzi & Guido Masarotto. (2017) Phase I Distribution-Free Analysis of Multivariate Data. Technometrics 59:4, pages 484-495.
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S. H. Patil & D. T. Shirke. (2017) Economic design of non parametric sign control chart. Communications in Statistics - Theory and Methods 46:18, pages 8987-8998.
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Lizanne Raubenheimer & Abrie J. van der Merwe. (2016) Bayesian process control for the Phase II Shewart-type p-chart. Quality Technology & Quantitative Management 13:4, pages 453-472.
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Erdi Dasdemir, Christian Weiß, Murat Caner Testik & Sven Knoth. (2016) Evaluation of Phase I analysis scenarios on Phase II performance of control charts for autocorrelated observations. Quality Engineering 28:3, pages 293-304.
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Shu Wu, Philippe Castagliola & Michael B. C. Khoo. (2016) Run rules based phase II c and np charts when process parameters are unknown. Communications in Statistics - Theory and Methods 45:4, pages 1182-1197.
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Maria Weese, Waldyn Martinez, Fadel M. Megahed & L. Allison Jones-Farmer. (2016) Statistical Learning Methods Applied to Process Monitoring: An Overview and Perspective. Journal of Quality Technology 48:1, pages 4-24.
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Nesma A. Saleh, Mahmoud A. Mahmoud, L. Allison Jones-Farmer, Inez Zwetsloot & William H. Woodall. (2015) Another Look at the EWMA Control Chart with Estimated Parameters. Journal of Quality Technology 47:4, pages 363-382.
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Eugenio K. Epprecht, Lorena D. Loureiro & S. Chakraborti. (2015) Effect of the Amount of Phase I Data on the Phase II Performance of S2 and S Control Charts. Journal of Quality Technology 47:2, pages 139-155.
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Christian H. Weiß & Murat Caner Testik. (2015) On the Phase I analysis for monitoring time-dependent count processes. IIE Transactions 47:3, pages 294-306.
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Inez M. Zwetsloot, Marit Schoonhoven & Ronald J. M. M. Does. (2014) A Robust Estimator for Location in Phase I Based on an EWMA Chart. Journal of Quality Technology 46:4, pages 302-316.
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L. Allison Jones-Farmer, William H. Woodall, Stefan H. Steiner & Charles W. Champ. (2014) An Overview of Phase I Analysis for Process Improvement and Monitoring. Journal of Quality Technology 46:3, pages 265-280.
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William H. Woodall & Douglas C. Montgomery. (2014) Some Current Directions in the Theory and Application of Statistical Process Monitoring. Journal of Quality Technology 46:1, pages 78-94.
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Giovanna Capizzi & Guido Masarotto. (2013) Phase I Distribution-Free Analysis of Univariate Data. Journal of Quality Technology 45:3, pages 273-284.
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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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M. A. Graham, S. W. Human & S. Chakraborti. (2010) A Phase I nonparametric Shewhart-type control chart based on the median. Journal of Applied Statistics 37:11, pages 1795-1813.
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Geoff Vining. (2009) Technical Advice: Phase I and Phase II Control Charts. Quality Engineering 21:4, pages 478-479.
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Daniele Zago & Giovanna Capizzi. Alternative parameter learning schemes for monitoring process stability. Quality Engineering 0:0, pages 1-15.
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