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Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 45, 2013 - Issue 3
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Articles

Phase I Distribution-Free Analysis of Univariate Data

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Pages 273-284 | Published online: 21 Nov 2017

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Read on this site (29)

G. Hernández-Zamudio, V. Tercero-Gómez, W. J. Conover, L. Benavides-Vázquez & M. Beruvides. (2024) On the power and robustness of phase I nonparametric Shewhart-type charts using sequential normal scores. Journal of Industrial and Production Engineering 41:3, pages 276-305.
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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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Konstantinos Bourazas, Frederic Sobas & Panagiotis Tsiamyrtzis. (2023) Predictive ratio CUSUM (PRC): A Bayesian approach in online change point detection of short runs. Journal of Quality Technology 55:4, pages 391-403.
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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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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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Akira Suzuki, Hidetoshi Murakami & Amitava Mukherjee. (2023) Distribution-free Phase-I scheme for location, scale and skewness shifts with an application in monitoring customers' waiting time. Journal of Applied Statistics 50:4, pages 827-847.
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Guanghui Wang & Changliang Zou. (2023) cpss: an package for change-point detection by sample-splitting methods. Journal of Quality Technology 55:1, pages 61-74.
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Christina Parpoula & Alex Karagrigoriou. (2022) On optimal segmentation and parameter tuning for multiple change-point detection and inference. Journal of Statistical Computation and Simulation 92:18, pages 3789-3816.
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Peihua Qiu & Xiulin Xie. (2022) Transparent Sequential Learning for Statistical Process Control of Serially Correlated Data. Technometrics 64:4, pages 487-501.
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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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Kai Yang & Peihua Qiu. (2022) Design variable-sampling control charts using covariate information. IISE Transactions 54:5, pages 505-519.
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Sajal Saha, Amitava Mukherjee & Michael B. C. Khoo. (2022) Two CUSUM schemes for simultaneous monitoring of unknown parameters of a shifted exponential process and its application in monitoring of call durations in telemarketing. Quality Technology & Quantitative Management 19:1, pages 113-137.
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Niladri Chakraborty & Tahir Mahmood. (2021) Failure rate monitoring in generalized gamma-distributed process. Quality Technology & Quantitative Management 18:6, pages 718-739.
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Giovanni Celano & Subhabrata Chakraborti. (2021) A distribution-free Shewhart-type Mann–Whitney control chart for monitoring finite horizon productions. International Journal of Production Research 59:20, pages 6069-6086.
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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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Zameer Abbas, Hafiz Zafar Nazir, Muhammad Abid, Noureen Akhtar & Muhammad Riaz. (2021) Nonparametric progressive sign chart for monitoring process location based on individual data. Quality Technology & Quantitative Management 18:2, pages 225-247.
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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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Giovanna Capizzi & Guido Masarotto. (2020) Guaranteed in-control control chart performance with cautious parameter learning. Journal of Quality Technology 52:4, pages 385-403.
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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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Z. L. Chong, A. Mukherjee & Michael B. C. Khoo. (2020) Some simplified Shewhart-type distribution-free joint monitoring schemes and its application in monitoring drinking water turbidity. Quality Engineering 32:1, pages 91-110.
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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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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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Giovanna Capizzi & Guido Masarotto. (2017) Phase I Distribution-Free Analysis of Multivariate Data. Technometrics 59:4, pages 484-495.
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Kamran Paynabar, Changliang Zou & Peihua Qiu. (2016) A Change-Point Approach for Phase-I Analysis in Multivariate Profile Monitoring and Diagnosis. Technometrics 58:2, pages 191-204.
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Giovanna Capizzi. (2015) Rejoinder. Quality Engineering 27:1, pages 77-80.
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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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Articles from other publishers (24)

Theodoros Perdikis, Giovanni Celano & Subhabrata Chakraborti. (2024) Distribution-free control charts for monitoring scale in finite horizon productions. European Journal of Operational Research 314:3, pages 1040-1051.
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Michele Scagliarini, Rosanna Gualdi, Giuseppe Ottaviano & Antonietta Rizzo. (2023) Detection of anomalous radioxenon concentrations: A  distribution‐free approach . Environmetrics 34:7.
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Xi Zhang, Amitava Mukherjee & Chenglong Li. (2023) Some quasi-distribution-free schemes for Phase-I analysis of multivariate industrial processes. Computers & Industrial Engineering 181, pages 109287.
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Akira Suzuki, Amitava Mukherjee & Hidetoshi Murakami. (2023) A new distribution-free scheme for simultaneous Phase-I analysis of four process aspects and its application in monitoring customers’ waiting times. Computers & Industrial Engineering 179, pages 109174.
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Zhi Lin Chong, Amitava Mukherjee & Michael B.C. Khoo. (2022) Proposed nonparametric runs rules Lepage and synthetic Lepage schemes. Computers & Industrial Engineering 172, pages 108217.
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Greicelene Jesus da Silva, Alisson Carraro Borges, Michel Castro Moreira & André Pereira Rosa. (2022) Statistical process control in assessing water quality in the Doce river basin after the collapse of the Fundão dam (Mariana, Brazil). Journal of Environmental Management 317, pages 115402.
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Christina Parpoula. (2022) A distribution-free control charting technique based on change-point analysis for detection of epidemics. Statistical Methods in Medical Research 31:6, pages 1067-1084.
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Subhabrata Chakraborti, Giovanni Celano, Philippe Castagliola & George Nenes. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online 1 24 .
Kok Ming Chan, Amitava Mukherjee, Zhi Lin Chong & How Chinh Lee. (2021) Distribution-free double exponentially and homogeneously weighted moving average Lepage schemes with an application in monitoring exit rate. Computers & Industrial Engineering 161, pages 107370.
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Yiannis Dimotikalis, Alex Karagrigoriou, Christina Parpoula & Christos H SkiadasChristina Parpoula. 2021. Applied Modeling Techniques and Data Analysis 1. Applied Modeling Techniques and Data Analysis 1 233 248 .
Yuhui Yao & Subhabrata Chakraborti. (2020) Phase I process monitoring: The case of the balanced one‐way random effects model. Quality and Reliability Engineering International 37:3, pages 1244-1265.
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Chenglong Li, Amitava Mukherjee & Marco Marozzi. (2020) A new distribution-free Phase-I procedure for bi-aspect monitoring based on the multi-sample Cucconi statistic. Computers & Industrial Engineering 149, pages 106760.
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Ridwan A. Sanusi, Zhi Lin Chong, Amitava Mukherjee & Min Xie. (2020) Distribution-free hybrid schemes for process surveillance with application in monitoring chlorine content of water. Chemometrics and Intelligent Laboratory Systems 206, pages 104099.
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Zhi Lin Chong, Shuo Huang, Amitava Mukherjee & Jun Yang. (2020) Performance comparisons of distribution-free Shewhart-type Lepage and Cucconi schemes in monitoring complex process distributions. Transactions of the Institute of Measurement and Control 42:14, pages 2787-2811.
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Zhi Song, Amitava Mukherjee & Guihong Tao. (2020) A class of distribution-free one-sided Cucconi schemes for joint surveillance of location and scale parameters and their application in monitoring cab services. Computers & Industrial Engineering 148, pages 106625.
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Zhi Song, Amitava Mukherjee, Marco Marozzi & Jiujun Zhang. 2020. Distribution-Free Methods for Statistical Process Monitoring and Control. Distribution-Free Methods for Statistical Process Monitoring and Control 183 217 .
Christina Parpoula & Alex Karagrigoriou. 2020. Distribution-Free Methods for Statistical Process Monitoring and Control. Distribution-Free Methods for Statistical Process Monitoring and Control 157 182 .
Markos V. Koutras & Ioannis S. Triantafyllou. 2020. Distribution-Free Methods for Statistical Process Monitoring and Control. Distribution-Free Methods for Statistical Process Monitoring and Control 1 56 .
Yuchen Shi & Nan Chen. (2019) Phase I Analysis of Hidden Operating Status for Wind Turbine. Phase I Analysis of Hidden Operating Status for Wind Turbine.
Subhabrata Chakraborti & Marien Alet Graham. 2019. Nonparametric Statistical Process Control. Nonparametric Statistical Process Control 413 424 .
Chenglong Li, Amitava Mukherjee & Qin Su. (2019) A distribution-free Phase I monitoring scheme for subgroup location and scale based on the multi-sample Lepage statistic. Computers & Industrial Engineering 129, pages 259-273.
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Giovanna Capizzi & Guido Masarotto. 2018. Frontiers in Statistical Quality Control 12. Frontiers in Statistical Quality Control 12 3 19 .
Ross Sparks, Branko Celler, Chris Okugami, Rajiv Jayasena & Marlien Varnfield. (2016) Telehealth Monitoring of Patients in the Community. Journal of Intelligent Systems 25:1, pages 37-53.
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Inez M. Zwetsloot, Marit Schoonhoven & Ronald J.M.M. Does. (2014) A Robust Phase I Exponentially Weighted Moving Average Chart for Dispersion. Quality and Reliability Engineering International 31:6, pages 989-999.
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