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IIE Transactions Volume 41, 2009 - Issue 4
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ORIGINAL ARTICLES

Detecting outliers in complex profiles using a χ2 control chart method

Hang Zhang Department of Industrial Engineering, Arizona State University, Tempe, AZ, 85287, USA
&
Susan Albin Department of Industrial and Systems Engineering, Rutgers University, Piscataway, NJ, 08854, USA
Pages 335-345 | Received 01 Jan 2007, Accepted 01 Nov 2007, Published online: 28 Jan 2009

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Mohsen Ebadi, Shoja’eddin Chenouri & Stefan H. Steiner. (2023) Phase I analysis of high-dimensional processes in the presence of outliers. Journal of Quality Technology 55:4, pages 469-488.
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Tao Wang, Yunlong Wang & Qingpei Zang. (2022) Outlier detection in non-parametric profile monitoring. Statistics 56:4, pages 805-822.
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Qian Wu, Li Zeng & Qiang Zhou. (2018) Phase I monitoring of optical profiles with application in low-emittance glass manufacturing. Journal of Quality Technology 50:3, pages 262-278.
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Hamid Shahriari & Orod Ahmadi. (2017) Robust estimation of complicated profiles using wavelets. Communications in Statistics - Theory and Methods 46:4, pages 1573-1593.
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Dong Ding, Fugee Tsung & Jian Li. (2017) Ordinal profile monitoring with random explanatory variables. International Journal of Production Research 55:3, pages 736-749.
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Alireza Shadman, Changliang Zou, Hashem Mahlooji & Arthur B. Yeh. (2017) A change point method for Phase II monitoring of generalized linear profiles. Communications in Statistics - Simulation and Computation 46:1, pages 559-578.
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Zhenyu Shi, Daniel W. Apley & George C. Runger. (2016) Discovering the Nature of Variation in Nonlinear Profile Data. Technometrics 58:3, pages 371-382.
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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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Willis A. Jensen, Scott D. Grimshaw & Ben Espen. (2016) Nonlinear Profile Monitoring for Oven-Temperature Data. Journal of Quality Technology 48:1, pages 84-97.
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Zahra Hadidoust, Yaser Samimi & Hamid Shahriari. (2015) Monitoring and change-point estimation for spline-modeled non-linear profiles in phase II. Journal of Applied Statistics 42:12, pages 2520-2530.
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Changliang Zou, Sheng-Tsaing Tseng & Zhaojun Wang. (2014) Outlier detection in general profiles using penalized regression method. IIE Transactions 46:2, pages 106-117.
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Paria Soleimani & R. Noorossana. (2014) Monitoring Multivariate Simple Linear Profiles in the Presence of between Profile Autocorrelation. Communications in Statistics - Theory and Methods 43:3, pages 530-546.
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Scott D. Grimshaw, Natalie J. Blades & Michael P. Miles. (2013) Spatial Control Charts for the Mean. Journal of Quality Technology 45:2, pages 130-148.
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Xuemin Zi, Changliang Zou & Fugee Tsung. (2012) A distribution-free robust method for monitoring linear profiles using rank-based regression. IIE Transactions 44:11, pages 949-963.
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Yanfen Shang, Fugee Tsung & Changliang Zou. (2011) Profile Monitoring with Binary Data and Random Predictors. Journal of Quality Technology 43:3, pages 196-208.
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Chuen-Sheng Cheng, Pei-Wen Chen & Yu-Tang Wu. (2023) Phase I Analysis of Nonlinear Profiles Using Anomaly Detection Techniques. Applied Sciences 13:4, pages 2147.
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Ishaq Adeyanju Raji, Nasir Abbas, Mu’azu Ramat Abujiya & Muhammad Riaz. (2021) Robust Multivariate Shewhart Control Chart Based on the Stahel-Donoho Robust Estimator and Mahalanobis Distance for Multivariate Outlier Detection. Mathematics 9:21, pages 2772.
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J.U. Muñoz-Minjares, M. Lopez-Ramirez, Miguel Vazquez-Olguin, C. Lastre-Dominguez & Yuriy S. Shmaliy. (2021) Outliers detection for accurate HRV-seizure baseline estimation using modern numerical algorithms. Biomedical Signal Processing and Control 67, pages 102553.
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Bin Nie, Diqing Liu, Xiaohui Liu & Wenjing Ye. (2020) Phase I non-linear profiles monitoring using a modified Hausdorff distance algorithm and clustering analysis. International Journal of Quality & Reliability Management 38:2, pages 536-550.
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F. Moura Neto, P. Souza & M.S. de Magalhães. (2019) Determining baseline profile by diffusion maps. European Journal of Operational Research 279:1, pages 107-123.
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Zhen Li, Yanfen Shang & Zhen He. (2019) Phase I outlier detection in profiles with binary data based on penalized likelihood. Quality and Reliability Engineering International 35:1, pages 1-13.
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Mahdiyeh Kalaei, Karim Atashgar, Seyed Taghi Akhavan Niaki & Paria Soleimani. (2016) Phase I monitoring of simple linear profiles in multistage processes with cascade property. The International Journal of Advanced Manufacturing Technology 94:5-8, pages 1745-1757.
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Marjan Rajabi, Mohammad Reza Faridrohani & Shojaeddin Chenouri. (2017) Phase I monitoring with nonparametric mixed-effect models. Quality and Reliability Engineering International 33:8, pages 1929-1941.
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Abed Motasemi, Adel Alaeddini & Changliang Zou. (2017) An Area-based Methodology for the Monitoring of General Linear Profiles. Quality and Reliability Engineering International 33:1, pages 159-181.
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Mehrab Bahri & Abdollah Hadi-Vencheh. (2016) Designing Statistical Test for Mean of Random Profiles. Industrial Engineering and Management Systems 15:4, pages 432-445.
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Alireza Shadman, Hashem Mahlooji, Arthur B. Yeh & Changliang Zou. (2015) A Change Point Method for Monitoring Generalized Linear Profiles in Phase I. Quality and Reliability Engineering International 31:8, pages 1367-1381.
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Pei Wang, Shan Li, Dinghua Zhang & Yihui Li. (2014) The machining error control of blade shape based on multivariate statistical process control. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 229:11, pages 1912-1924.
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Jiajia Zhang, Haojie Ren, Rui Yao, Changliang Zou & Zhaojun Wang. (2015) Phase I analysis of multivariate profiles based on regression adjustment. Computers & Industrial Engineering 85, pages 132-144.
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Javier Cano, Javier M. Moguerza, Stelios Psarakis & Athanasios N. Yannacopoulos. (2015) Using statistical shape theory for the monitoring of nonlinear profiles. Applied Stochastic Models in Business and Industry 31:2, pages 160-177.
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Ching-Ren Cheng & Jyh-Jen Horng Shiau. (2015) A Distribution-Free Multivariate Control Chart for Phase I Applications. Quality and Reliability Engineering International 31:1, pages 97-111.
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Kelly McGinnity, Eric Chicken & Joseph J. PignatielloJr.Jr.. (2015) Nonparametric Changepoint Estimation for Sequential Nonlinear Profile Monitoring. Quality and Reliability Engineering International 31:1, pages 57-73.
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Ricardo Fabbri, Ivan N. Bastos, Francisco D. Moura Neto, Francisco J.P. Lopes, Wesley N. Gonçalves & Odemir M. Bruno. (2014) Multi- pattern classification of polarization curves . Physica A: Statistical Mechanics and its Applications 395, pages 332-339.
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Paria Soleimani, Rassoul Noorossana & S. T. A. Niaki. (2012) Monitoring autocorrelated multivariate simple linear profiles. The International Journal of Advanced Manufacturing Technology 67:5-8, pages 1857-1865.
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Shih-Chung Chuang, Ying-Chao Hung, Wen-Chi Tsai & Su-Fen Yang. (2013) A framework for nonparametric profile monitoring. Computers & Industrial Engineering 64:1, pages 482-491.
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Francisco Moura Neto & Maysa S. De Magalhães. (2012) A Laplacian spectral method in phase I analysis of profiles. Applied Stochastic Models in Business and Industry 28:3, pages 251-263.
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Ying Wei, Zhibiao Zhao & Dennis K. J. Lin. (2012) Profile control charts based on nonparametric L-1 regression methods. The Annals of Applied Statistics 6:1.
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Bianca Maria Colosimo, Quirico Semeraro & Massimo Pacella. 2011. Statistical Analysis of Profile Monitoring. Statistical Analysis of Profile Monitoring 217 252 .
Eric Chicken. 2011. Statistical Analysis of Profile Monitoring. Statistical Analysis of Profile Monitoring 157 188 .
Bianca Maria Colosimo & Massimo Pacella. 2010. Geometric Tolerances. Geometric Tolerances 257 283 .
R. Noorossana, M. Eyvazian & A. Vaghefi. (2010) Phase II monitoring of multivariate simple linear profiles. Computers & Industrial Engineering 58:4, pages 563-570.
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