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Volumn 28, Issue 7, 2012, Pages 673-685

Change point estimation methods for control chart postsignal diagnostics: A literature review

Author keywords

change point; control charts; maximum likelihood ratio; statistical process control

Indexed keywords

ASSIGNABLE CAUSE; CHANGE POINT ESTIMATION; CHANGE-POINTS; CLASSIFICATION SCHEME; CONTROL CHARTS; GAP ANALYSIS; IN-CONTROL; IN-PROCESS; LITERATURE REVIEWS; MONITORING TOOLS; OUT-OF-CONTROL SIGNALS; PROCESS MEAN; REAL TIME;

EID: 84863690195     PISSN: 07488017     EISSN: 10991638     Source Type: Journal    
DOI: 10.1002/qre.1266     Document Type: Review
Times cited : (80)

References (54)
  • 1
    • 0000813879 scopus 로고    scopus 로고
    • Identifying the time of a step change with X ̄ control charts
    • Samuel TR, Pignatiello JJ, Calvin JA,. Identifying the time of a step change with X ̄ control charts. Quality Engineering 1998; 10 (3): 521-527.
    • (1998) Quality Engineering , vol.10 , Issue.3 , pp. 521-527
    • Samuel, T.R.1    Pignatiello, J.J.2    Calvin, J.A.3
  • 2
    • 70349237109 scopus 로고    scopus 로고
    • Nonparametric control chart for monitoring profiles using change point formulation and adaptive smoothing
    • Zou C, Qiu P, Hawkins DM,. Nonparametric control chart for monitoring profiles using change point formulation and adaptive smoothing. Statistica Sinica 2009; 19 (1): 1337-1357.
    • (2009) Statistica Sinica , vol.19 , Issue.1 , pp. 1337-1357
    • Zou, C.1    Qiu, P.2    Hawkins, D.M.3
  • 3
    • 1642519908 scopus 로고    scopus 로고
    • The change point model for statistical process control
    • Hawkins DM, Qiu P, Kang CW,. The change point model for statistical process control, Journal of Quality Technology 2003; 35 (4): 355-366.
    • (2003) Journal of Quality Technology , vol.35 , Issue.4 , pp. 355-366
    • Hawkins, D.M.1    Qiu, P.2    Kang, C.W.3
  • 4
    • 55149117753 scopus 로고    scopus 로고
    • Practical design of generalized likelihood ratio control charts for autocorrelated data
    • Capizzi G, Masarotto G,. Practical design of generalized likelihood ratio control charts for autocorrelated data. Technometrics 2008; 50 (3): 357-370.
    • (2008) Technometrics , vol.50 , Issue.3 , pp. 357-370
    • Capizzi, G.1    Masarotto, G.2
  • 6
    • 18944388780 scopus 로고    scopus 로고
    • Statistical process control for shifts in mean or variance using a change point Formulation
    • Hawkins DM, Zamba KD,. Statistical process control for shifts in mean or variance using a change point Formulation. Technometrics 2005; 47 (2): 164-173.
    • (2005) Technometrics , vol.47 , Issue.2 , pp. 164-173
    • Hawkins, D.M.1    Zamba, K.D.2
  • 7
    • 18144388670 scopus 로고    scopus 로고
    • A change point model for a shift in variance
    • Hawkins DM, Zamba KD,. A change point model for a shift in variance. Journal of Quality Technology 2005; 37 (1): 21-31.
    • (2005) Journal of Quality Technology , vol.37 , Issue.1 , pp. 21-31
    • Hawkins, D.M.1    Zamba, K.D.2
  • 8
    • 34047105097 scopus 로고    scopus 로고
    • Estimating the change point of the process fraction non-conforming with a monotonic change disturbance in SPC
    • Perry MB, Pignatiello JJ, Simpson JR,. Estimating the change point of the process fraction non-conforming with a monotonic change disturbance in SPC. Quality and Reliability Engineering International 2007; 23 (3): 327-339.
    • (2007) Quality and Reliability Engineering International , vol.23 , Issue.3 , pp. 327-339
    • Perry, M.B.1    Pignatiello, J.J.2    Simpson, J.R.3
  • 9
    • 77955692628 scopus 로고    scopus 로고
    • Identifying the time of polynomial drifts in the mean of autocorrelated processes
    • Perry MB,. Identifying the time of polynomial drifts in the mean of autocorrelated processes. Quality and Reliability Engineering International 2010; 26 (5): 399-415.
    • (2010) Quality and Reliability Engineering International , vol.26 , Issue.5 , pp. 399-415
    • Perry, M.B.1
  • 11
    • 33745124710 scopus 로고    scopus 로고
    • Drift time detection and adjustment procedures for processes subject to linear trend
    • Fahmy HM, Elsayed EA,. Drift time detection and adjustment procedures for processes subject to linear trend. International Journal of Production Research 2006; 44 (15): 3257-3278.
    • (2006) International Journal of Production Research , vol.44 , Issue.15 , pp. 3257-3278
    • Fahmy, H.M.1    Elsayed, E.A.2
  • 12
    • 49249111345 scopus 로고    scopus 로고
    • Estimation of the change point of a normal process mean with a linear trend disturbance in SPC
    • Perry MB, Pignatiello JJ,. Estimation of the change point of a normal process mean with a linear trend disturbance in SPC. Quality Technology & Quantitative Management 2006; 3 (3): 325-334.
    • (2006) Quality Technology & Quantitative Management , vol.3 , Issue.3 , pp. 325-334
    • Perry, M.B.1    Pignatiello, J.J.2
  • 13
    • 0035266358 scopus 로고    scopus 로고
    • Identifying the time of a step change in the process fraction nonconforming
    • Pignatiello JJ, Samuel TR,. Identifying the time of a step change in the process fraction nonconforming. Quality Engineering 2001; 13 (3): 357-365.
    • (2001) Quality Engineering , vol.13 , Issue.3 , pp. 357-365
    • Pignatiello, J.J.1    Samuel, T.R.2
  • 14
    • 0002916530 scopus 로고
    • Continuous inspection schemes
    • Page ES,. Continuous inspection schemes. Biometrika 1954; 41 (1/2): 100-115.
    • (1954) Biometrika , vol.41 , Issue.12 , pp. 100-115
    • Page, E.S.1
  • 15
    • 0026943503 scopus 로고
    • A comparison of control charts from the viewpoint of change point estimation
    • Nishina K,. A comparison of control charts from the viewpoint of change point estimation. Quality and Reliability Engineering International 1992; 8 (6): 537-541.
    • (1992) Quality and Reliability Engineering International , vol.8 , Issue.6 , pp. 537-541
    • Nishina, K.1
  • 16
    • 84990014267 scopus 로고    scopus 로고
    • Change point detection with multivariate control charts by artificial neural network
    • To appear in. DOI: 10.1007/s00170-009-2193-6
    • Ahmadzadeh F,. Change point detection with multivariate control charts by artificial neural network. To appear in The International Journal of Advanced Manufacturing Technology 2011. DOI: 10.1007/s00170-009-2193-6.
    • (2011) The International Journal of Advanced Manufacturing Technology
    • Ahmadzadeh, F.1
  • 18
    • 62249135164 scopus 로고    scopus 로고
    • A hybrid fuzzy-statistical clustering approach for estimating the time of changes in fixed and variable sampling control charts
    • Alaeddini A, Ghazanfari M, Aminnayeri M,. A hybrid fuzzy-statistical clustering approach for estimating the time of changes in fixed and variable sampling control charts. Information Sciences 2009; 179 (11): 1769-1784.
    • (2009) Information Sciences , vol.179 , Issue.11 , pp. 1769-1784
    • Alaeddini, A.1    Ghazanfari, M.2    Aminnayeri, M.3
  • 19
    • 78049265793 scopus 로고    scopus 로고
    • A general fuzzy-statistical clustering approach for estimating the time of change in variable sampling control charts
    • Zarandi MHF, Alaeddini A,. A general fuzzy-statistical clustering approach for estimating the time of change in variable sampling control charts. Information Sciences 2010; 180 (16): 3033-3044.
    • (2010) Information Sciences , vol.180 , Issue.16 , pp. 3033-3044
    • Zarandi, M.H.F.1    Alaeddini, A.2
  • 20
    • 25844460994 scopus 로고    scopus 로고
    • Multiple change point detection with genetic algorithm
    • Jann A,. Multiple change point detection with genetic algorithm. Soft computing 2000; 4 (2): 68-75.
    • (2000) Soft Computing , vol.4 , Issue.2 , pp. 68-75
    • Jann, A.1
  • 21
    • 0004509404 scopus 로고    scopus 로고
    • Identifying the time of a step change in a normal process variance
    • Samuel TR, Pignatiello JJ, Calvin JA,. Identifying the time of a step change in a normal process variance. Quality Engineering 1998; 10 (3): 529-538.
    • (1998) Quality Engineering , vol.10 , Issue.3 , pp. 529-538
    • Samuel, T.R.1    Pignatiello, J.J.2    Calvin, J.A.3
  • 22
    • 0004499432 scopus 로고    scopus 로고
    • Identifying the time of a change in a Poisson rate parameter
    • Samuel TR, Pignatiello JJ,. Identifying the time of a change in a Poisson rate parameter. Quality Engineering 1998; 10 (4): 673-681.
    • (1998) Quality Engineering , vol.10 , Issue.4 , pp. 673-681
    • Samuel, T.R.1    Pignatiello, J.J.2
  • 23
    • 0012063395 scopus 로고    scopus 로고
    • Estimation of the change point of a normal process mean in SPC applications
    • Pignatiello JJ, Samuel TR,. Estimation of the change point of a normal process mean in SPC applications. Journal of Quality Technology 2001; 33 (1): 82-95.
    • (2001) Journal of Quality Technology , vol.33 , Issue.1 , pp. 82-95
    • Pignatiello, J.J.1    Samuel, T.R.2
  • 24
    • 24044533881 scopus 로고    scopus 로고
    • Determining the time of a permanent shift in the process mean of CUSUM control charts
    • Khoo MB,. Determining the time of a permanent shift in the process mean of CUSUM control charts. Quality Engineering 2005; 17 (1): 87-93.
    • (2005) Quality Engineering , vol.17 , Issue.1 , pp. 87-93
    • Khoo, M.B.1
  • 25
    • 0036865179 scopus 로고    scopus 로고
    • A magnitude-robust control chart for monitoring and estimating step changes for normal process means
    • Pignatiello JJ, Simpson JR,. A magnitude-robust control chart for monitoring and estimating step changes for normal process means. Quality and Reliability Engineering International 2002; 18 (6): 429-441.
    • (2002) Quality and Reliability Engineering International , vol.18 , Issue.6 , pp. 429-441
    • Pignatiello, J.J.1    Simpson, J.R.2
  • 26
    • 1642479136 scopus 로고    scopus 로고
    • Detection of multiple change points from clustering individual observations
    • Sullivan JH,. Detection of multiple change points from clustering individual observations. Journal of Quality Technology 2002; 34 (4): 371-383.
    • (2002) Journal of Quality Technology , vol.34 , Issue.4 , pp. 371-383
    • Sullivan, J.H.1
  • 27
    • 49249122725 scopus 로고    scopus 로고
    • A change point model for the location parameter of exponential family densities
    • Perry MB, Pignatiello JJ,. A change point model for the location parameter of exponential family densities. IIE Transactions 2008; 40 (10): 947-956.
    • (2008) IIE Transactions , vol.40 , Issue.10 , pp. 947-956
    • Perry, M.B.1    Pignatiello, J.J.2
  • 28
    • 79751538432 scopus 로고    scopus 로고
    • An integrating approach to root cause analysis of a bivariate mean vector with a linear trend disturbance
    • Atashgar K, Noorossana R,. An integrating approach to root cause analysis of a bivariate mean vector with a linear trend disturbance. The International Journal of Advanced Manufacturing Technology 2011; 52 (1-4): 407-420.
    • (2011) The International Journal of Advanced Manufacturing Technology , vol.52 , Issue.14 , pp. 407-420
    • Atashgar, K.1    Noorossana, R.2
  • 30
    • 60349093245 scopus 로고    scopus 로고
    • Estimating the change point of a normal process mean with a monotonic change
    • Noorossana R, Shadman A,. Estimating the change point of a normal process mean with a monotonic change. Quality and Reliability Engineering International 2009; 25 (1): 79-90.
    • (2009) Quality and Reliability Engineering International , vol.25 , Issue.1 , pp. 79-90
    • Noorossana, R.1    Shadman, A.2
  • 32
    • 41549166315 scopus 로고    scopus 로고
    • Current Research on Profile Monitoring
    • Woodall WH,. Current Research on Profile Monitoring. Producão (2007); 17 (3): 420-425.
    • (2007) Producão , vol.17 , Issue.3 , pp. 420-425
    • Woodall, W.H.1
  • 34
    • 36849064218 scopus 로고    scopus 로고
    • Monitoring general linear profiles using multivariate exponentially weighted moving average schemes
    • Zou C, Tsung F, Wang Z,. Monitoring general linear profiles using multivariate exponentially weighted moving average schemes. Technometrics 2007; 49 (4): 395-408.
    • (2007) Technometrics , vol.49 , Issue.4 , pp. 395-408
    • Zou, C.1    Tsung, F.2    Wang, Z.3
  • 35
    • 33750108055 scopus 로고    scopus 로고
    • A control chart based on a change-point model for monitoring linear profiles
    • Zou C, Zhang Y, Wang Z,. A control chart based on a change-point model for monitoring linear profiles. IIE Transactions 2006; 38 (12): 1093-1103.
    • (2006) IIE Transactions , vol.38 , Issue.12 , pp. 1093-1103
    • Zou, C.1    Zhang, Y.2    Wang, Z.3
  • 38
    • 0013003675 scopus 로고    scopus 로고
    • Study of a Markov model for a high-quality dependent process
    • Lai CD, Xie M, Govindaraju K,. Study of a Markov model for a high-quality dependent process. Journal of Applied Statistics 2000; 17 (4): 461-473.
    • (2000) Journal of Applied Statistics , vol.17 , Issue.4 , pp. 461-473
    • Lai, C.D.1    Xie, M.2    Govindaraju, K.3
  • 40
    • 48949109127 scopus 로고    scopus 로고
    • A change point approach for phase i analysis in multistage processes
    • Zou C, Tsung F, Liu Y,. A change point approach for phase I analysis in multistage processes. Technometrics 2008; 50 (3): 344-356.
    • (2008) Technometrics , vol.50 , Issue.3 , pp. 344-356
    • Zou, C.1    Tsung, F.2    Liu, Y.3
  • 43
    • 56949083769 scopus 로고    scopus 로고
    • Inference for mean change point in infinite variance AR (p) process
    • Zhou J, Liu SY,. Inference for mean change point in infinite variance AR (p) process. Statistics and Probability Letters 2009; 79 (1): 6-15.
    • (2009) Statistics and Probability Letters , vol.79 , Issue.1 , pp. 6-15
    • Zhou, J.1    Liu, S.Y.2
  • 44
    • 72149107837 scopus 로고    scopus 로고
    • Identifying the time of step change in the mean of autocorrelated processes
    • Perry MB, Pignatiello JJ,. Identifying the time of step change in the mean of autocorrelated processes. Journal of Applied Statistics 2010; 37 (1): 119-136.
    • (2010) Journal of Applied Statistics , vol.37 , Issue.1 , pp. 119-136
    • Perry, M.B.1    Pignatiello, J.J.2
  • 45
    • 77954243521 scopus 로고    scopus 로고
    • Ratio test for variance change point in linear process with long memory
    • Zhao W, Tian Z, Xia Z,. Ratio test for variance change point in linear process with long memory. Statistical Papers 2010; 51 (2): 397-407.
    • (2010) Statistical Papers , vol.51 , Issue.2 , pp. 397-407
    • Zhao, W.1    Tian, Z.2    Xia, Z.3
  • 47
    • 36549071200 scopus 로고    scopus 로고
    • Estimation of the change point in monitoring the process mean and variance
    • Lee J, Park C,. Estimation of the change point in monitoring the process mean and variance. Communications in Statistics-Simulation and Computation 2007; 36 (6): 1333-1345.
    • (2007) Communications in Statistics-Simulation and Computation , vol.36 , Issue.6 , pp. 1333-1345
    • Lee, J.1    Park, C.2
  • 49
    • 0001648555 scopus 로고    scopus 로고
    • Research issues and ideas in statistical process control
    • Woodall WH, Montgomery DC,. Research issues and ideas in statistical process control. Journal of Quality Technology 1999; 31 (4): 376-386.
    • (1999) Journal of Quality Technology , vol.31 , Issue.4 , pp. 376-386
    • Woodall, W.H.1    Montgomery, D.C.2
  • 52
    • 33845268889 scopus 로고    scopus 로고
    • A multivariate change point model for statistical process control
    • Zamba KD, Hawkins DM,. A multivariate change point model for statistical process control. Technometrics 2006; 48 (4): 539-549.
    • (2006) Technometrics , vol.48 , Issue.4 , pp. 539-549
    • Zamba, K.D.1    Hawkins, D.M.2
  • 53
    • 0034209832 scopus 로고    scopus 로고
    • Change-point detection of mean vector or covariance matrix shifts using multivariate individual observations
    • Sullivan JH, Woodall WH,. Change-point detection of mean vector or covariance matrix shifts using multivariate individual observations. IIE Transactions 2000; 32 (6): 537-549.
    • (2000) IIE Transactions , vol.32 , Issue.6 , pp. 537-549
    • Sullivan, J.H.1    Woodall, W.H.2
  • 54
    • 59049084122 scopus 로고    scopus 로고
    • Nonparametric control chart based on change-point model
    • Zhou C, Zou C, Zhang Y, WangB Z,. Nonparametric control chart based on change-point model. Stat Papers 2009; 50 (1): 13-28.
    • (2009) Stat Papers , vol.50 , Issue.1 , pp. 13-28
    • Zhou, C.1    Zou, C.2    Zhang, Y.3    Wangb, Z.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.