메뉴 건너뛰기




Volumn 53, Issue 3, 2011, Pages 285-296

A least angle regression control chart for multidimensional data

Author keywords

Change point detection; Exponentially weighted moving average; Multistage process; Profile monitoring; Statistical process control; Variable selection

Indexed keywords

CHANGE POINT DETECTION; EXPONENTIALLY WEIGHTED MOVING AVERAGE; MULTISTAGE PROCESS; PROFILE MONITORING; STATISTICAL PROCESS; VARIABLE SELECTION;

EID: 79961040276     PISSN: 00401706     EISSN: None     Source Type: Journal    
DOI: 10.1198/TECH.2011.10027     Document Type: Article
Times cited : (71)

References (62)
  • 4
    • 55149117753 scopus 로고    scopus 로고
    • Practical design of generalized likelihood ratio control charts for autocorrelated data
    • [290]
    • Capizzi, G., and Masarotto, G. (2008), "Practical Design of Generalized Likelihood Ratio Control Charts for Autocorrelated Data," Technometrics, 50, 357-370. [290]
    • (2008) Technometrics , vol.50 , pp. 357-370
    • Capizzi, G.1    Masarotto, G.2
  • 5
    • 36749079911 scopus 로고    scopus 로고
    • On the use of principal component analysis to identify systematic patterns in roundness profiles
    • DOI 10.1002/qre.878
    • Colosimo, B. M., and Pacella, M. (2007), "On the Use of Principal Component Analysis to Identify Systematic Patterns in Roundness Profiles," Quality and Reliability Engineering International, 23, 707-725. [287] (Pubitemid 350202601)
    • (2007) Quality and Reliability Engineering International , vol.23 , Issue.6 , pp. 707-725
    • Colosimo, B.M.1    Pacella, M.2
  • 6
    • 0024062307 scopus 로고
    • Multivariate generalizations of cumulative sum quality-control schemes
    • [285,286]
    • Crosier, R. B. (1988), "Multivariate Generalizations of Cumulative Sum Quality-Control Schemes," Technometrics, 30, 291-303. [285,286]
    • (1988) Technometrics , vol.30 , pp. 291-303
    • Crosier, R.B.1
  • 8
    • 33746120768 scopus 로고    scopus 로고
    • Phase I analysis for monitoring nonlinear profiles in manufacturing processes
    • Ding, Y., Zeng, L., and Zhou, S. (2006), "Phase I Analysis forMonitoring Nonlinear Profiles in Manufacturing Processes," Journal of Quality Technology, 38, 199-216. [287] (Pubitemid 44086018)
    • (2006) Journal of Quality Technology , vol.38 , Issue.3 , pp. 199-216
    • Ding, Y.1    Zeng, L.2    Zhou, S.3
  • 10
    • 62249204357 scopus 로고    scopus 로고
    • Least angle regression and LASSO for large datasets
    • [295]
    • Fraley, C., and Hesterberg, T. (2009), "Least Angle Regression and LASSO for Large Datasets," Statistical Analysis and Data Mining, 1, 251-259. [295]
    • (2009) Statistical Analysis and Data Mining , vol.1 , pp. 251-259
    • Fraley, C.1    Hesterberg, T.2
  • 11
    • 33645510821 scopus 로고    scopus 로고
    • A reference-free cuscore chart for dynamic mean change detection and a unified framework for charting performance comparison
    • DOI 10.1198/016214505000000556
    • Han, D., and Tsung, F. (2006), "A Reference-Free CUSCORE Chart for DynamicMean Change Detection and Unified Framework for Charting Performance Comparison," Journal of the American Statistical Association, 101, 368-386. [290] (Pubitemid 43500050)
    • (2006) Journal of the American Statistical Association , vol.101 , Issue.473 , pp. 368-386
    • Han, D.1    Tsung, F.2
  • 13
    • 0026107381 scopus 로고
    • Multivariate quality control based on regressionadjusted variables
    • [288,290]
    • Hawkins, D. M. (1991), "Multivariate Quality Control Based on RegressionAdjusted Variables," Technometrics, 33, 61-75. [288,290]
    • (1991) Technometrics , vol.33 , pp. 61-75
    • Hawkins, D.M.1
  • 14
    • 0000618242 scopus 로고
    • Regression adjustment for variables in multivariate quality control
    • [288,290]
    • -. (1993), "Regression Adjustment for Variables in Multivariate Quality Control," Journal of Quality Technology, 25, 170-182. [288,290]
    • (1993) Journal of Quality Technology , vol.25 , pp. 170-182
    • Hawkins, D.M.1
  • 15
    • 58349104057 scopus 로고    scopus 로고
    • Least angle and l1 penalized regression: A review
    • [286]
    • Hesterberg, T., Choi, N. H., Meier, L., and Fraley, C. (2008), "Least Angle and l1 Penalized Regression: A Review," Statistics Surveys, 2, 61-93. [286]
    • (2008) Statistics Surveys , vol.2 , pp. 61-93
    • Hesterberg, T.1    Choi, N.H.2    Meier, L.3    Fraley, C.4
  • 16
    • 3943106165 scopus 로고    scopus 로고
    • Variation transmission analysis and diagnosis of multi-operational machining processes
    • [287]
    • Huang, Q., and Shi, J. (2004), "Variation Transmission Analysis and Diagnosis of Multi-Operational Machining Processes," IIE Transaction on Quality and Reliability, 36, 807-815. [287]
    • (2004) IIE Transaction on Quality and Reliability , vol.36 , pp. 807-815
    • Huang, Q.1    Shi, J.2
  • 17
    • 0036609424 scopus 로고    scopus 로고
    • Diagnosis of multi-operational machining processes through variation propagation analysis
    • DOI 10.1016/S0736-5845(02)00014-5, PII S0736584502000145
    • Huang, Q., Zhou, F., and Shi, J. (2002), "Diagnosis of Multi-Operational Machining Processes Through Variation Propagation Analysis," Robotics and Computed Integrated Manufacturing Journal, 18, 233-239. [287] (Pubitemid 34704282)
    • (2002) Robotics and Computer-Integrated Manufacturing , vol.18 , Issue.3-4 , pp. 233-239
    • Huang, Q.1    Zhou, S.2    Shi, J.3
  • 19
    • 1642541495 scopus 로고    scopus 로고
    • On-line monitoring when the process yields a linear profile
    • [287]
    • Kang, L., and Albin, S. (2000), "On-Line Monitoring When the Process Yields a Linear Profile," Journal of Quality Technology, 32, 418-426. [287]
    • (2000) Journal of Quality Technology , vol.32 , pp. 418-426
    • Kang, L.1    Albin, S.2
  • 22
  • 23
    • 77955331694 scopus 로고
    • A multivariate exponentially weighted moving average control chart
    • [285,286,288,290]
    • Lowry, C. A., Woodall, W. H., Champ, C.W., and Rigdon, S. E. (1992), "A Multivariate Exponentially Weighted Moving Average Control Chart," Technometrics, 34, 46-53. [285,286,288,290]
    • (1992) Technometrics , vol.34 , pp. 46-53
    • Lowry, C.A.1    Woodall, W.H.2    Champ, C.W.3    Rigdon, S.E.4
  • 24
    • 0025387954 scopus 로고
    • Exponentially weighted moving average control schemes: Properties and enhancements quality
    • [289]
    • Lucas, J. M., and Saccucci, M. S. (1990), "Exponentially Weighted Moving Average Control Schemes: Properties and Enhancements Quality," Technometrics, 32, 1-29. [289]
    • (1990) Technometrics , vol.32 , pp. 1-29
    • Lucas, J.M.1    Saccucci, M.S.2
  • 25
    • 8344221961 scopus 로고    scopus 로고
    • Phase i analysis of linear profiles with calibration applications
    • [287]
    • Mahmoud, M. A., and Woodall, W. (2004), "Phase I Analysis of Linear Profiles With Calibration Applications," Technometrics, 46, 380-391. [287]
    • (2004) Technometrics , vol.46 , pp. 380-391
    • Mahmoud, M.A.1    Woodall, W.2
  • 28
    • 0035594924 scopus 로고    scopus 로고
    • Multivariate cumulative sum control charts based on projection pursuit
    • [285,286]
    • Ngai, H. M., and Zhang, J. (2001), "Multivariate Cumulative Sum Control Charts Based on Projection Pursuit," Statistica Sinica, 11, 747-766. [285,286]
    • (2001) Statistica Sinica , vol.11 , pp. 747-766
    • Ngai, H.M.1    Zhang, J.2
  • 29
    • 0001332840 scopus 로고
    • Comparisons of multivariate CUSUM charts
    • [285,286]
    • Pignatiello, J., and Runger, G. (1990), "Comparisons of Multivariate CUSUM Charts," Journal of Quality Technology, 22, 173-186. [285,286]
    • (1990) Journal of Quality Technology , vol.22 , pp. 173-186
    • Pignatiello, J.1    Runger, G.2
  • 30
    • 0026899240 scopus 로고
    • Acceleration of stochastic approximation by averaging
    • [290]
    • Polyak, B. T., and Juditsky, A. B. (1992), "Acceleration of Stochastic Approximation by Averaging," SIAM Journal of Control Optmization, 30, 838-855. [290]
    • (1992) SIAM Journal of Control Optmization , vol.30 , pp. 838-855
    • Polyak, B.T.1    Juditsky, A.B.2
  • 31
    • 0030819313 scopus 로고    scopus 로고
    • Designing a multivariate EWMA control chart
    • Prabhu, S. S., and Runger, G. C. (1997), "Designing a Multivariate EWMA Control Chart," Journal of Quality Technology, 29, 8-15. [289] (Pubitemid 127617633)
    • (1997) Journal of Quality Technology , vol.29 , Issue.1 , pp. 8-15
    • Prabhu, S.S.1    Runger, G.C.2
  • 32
    • 43149088732 scopus 로고    scopus 로고
    • Distribution-free multivariate process control based on log-linear modeling
    • DOI 10.1080/07408170701744843, PII 792669718
    • Qiu, P. (2008), "Distribution-Free Multivariate Process Control Based on LogLinear Modeling," IIE Transactions, 40, 664-677. [294] (Pubitemid 351638557)
    • (2008) IIE Transactions (Institute of Industrial Engineers) , vol.40 , Issue.7 , pp. 664-677
    • Qiu, P.1
  • 33
    • 0035334515 scopus 로고    scopus 로고
    • A rank-based multivariate CUSUM procedure
    • DOI 10.1198/004017001750386242
    • Qiu, P., and Hawkins, D.M. (2001), "A Rank-BasedMultivariate CUSUMProcedure," Technometrics, 43, 120-132. [294] (Pubitemid 32508815)
    • (2001) Technometrics , vol.43 , Issue.2 , pp. 120-132
    • Qiu, P.1    Hawkins, D.2
  • 34
    • 78349236171 scopus 로고    scopus 로고
    • Control chart for monitoring nonparametric profiles with arbitrary design
    • [287]
    • Qiu, P., and Zou, C. (2010), "Control Chart for Monitoring Nonparametric Profiles With Arbitrary Design," Statistica Sinica, 20, 1655-1682. [287]
    • (2010) Statistica Sinica , vol.20 , pp. 1655-1682
    • Qiu, P.1    Zou, C.2
  • 35
    • 77955386922 scopus 로고    scopus 로고
    • Nonparametric profile monitoring by mixed effects modeling" (with discussion
    • [287]
    • Qiu, P., Zou, C., and Wang, Z. (2010), "Nonparametric Profile Monitoring by Mixed Effects Modeling" (with discussion), Technometrics, 52, 265-277. [287]
    • (2010) Technometrics , vol.52 , pp. 265-277
    • Qiu, P.1    Zou, C.2    Wang, Z.3
  • 36
    • 70149113077 scopus 로고    scopus 로고
    • R Development Core Team, Vienna, Austria: R Foundation for Statistical Computing. [290]
    • R Development Core Team (2009), R: A Language and Environment for Statistical Computing, Vienna, Austria: R Foundation for Statistical Computing. [290]
    • (2009) R: A Language and Environment for Statistical Computing
  • 37
    • 27844489498 scopus 로고    scopus 로고
    • Should exponentially weighted moving average and cumulative sum charts be used with shewhart limits?
    • DOI 10.1198/004017005000000382
    • Reynolds, M. R., and Stoumbos, Z. G. (2005), "Should Exponentially Weighted Moving Average and Cumulative Sum Charts Be Used With Shewhart Limits?" Technometrics, 47, 409-424. [286,289] (Pubitemid 41640374)
    • (2005) Technometrics , vol.47 , Issue.4 , pp. 409-424
    • Reynolds Jr., M.R.1    Stoumbos, Z.G.2
  • 38
    • 33845259373 scopus 로고    scopus 로고
    • Comparisons of some exponentially weighted moving average control charts for monitoring the process mean and variance
    • DOI 10.1198/004017006000000255
    • -. (2006), "Comparisons of Some Exponentially Weighted Moving Average Control Charts forMonitoring the ProcessMean and Variance," Technometrics, 48, 550-567. [286,289] (Pubitemid 44865396)
    • (2006) Technometrics , vol.48 , Issue.4 , pp. 550-567
    • Reynolds Jr., M.R.1    Stoumbos, Z.G.2
  • 39
    • 0001846920 scopus 로고
    • Stochastic approximation
    • eds. B. K. Ghosh and P. K. Sen, New York: Marcel Dekker, [289,290]
    • Ruppert, D. (1991), "Stochastic Approximation," in Handbook of Sequential Analysis, eds. B. K. Ghosh and P. K. Sen, New York: Marcel Dekker, pp. 503-529. [289,290]
    • (1991) Handbook of Sequential Analysis , pp. 503-529
    • Ruppert, D.1
  • 41
    • 0034349148 scopus 로고    scopus 로고
    • Robustness to non-normality and autocorrelation of individual control charts
    • [289]
    • Stoumbous, Z. G., and Reynolds, M. R. (2000), "Robustness to Non-Normality and Autocorrelation of Individual Control Charts," Journal of Computation and Simulation, 66, 145-187. [289]
    • (2000) Journal of Computation and Simulation , vol.66 , pp. 145-187
    • Stoumbous, Z.G.1    Reynolds, M.R.2
  • 42
    • 0141632816 scopus 로고    scopus 로고
    • Robustness to non-normality of the multivariate EWMA control chart
    • [289]
    • Stoumbous, Z. G., and Sullivan, J. H. (2002), "Robustness to Non-Normality of the Multivariate EWMA Control Chart," Journal of Quality Technology, 34, 260-276. [289]
    • (2002) Journal of Quality Technology , vol.34 , pp. 260-276
    • Stoumbous, Z.G.1    Sullivan, J.H.2
  • 44
    • 35348879976 scopus 로고    scopus 로고
    • Unified lasso estimation by least-square approximation
    • [285]
    • Wang, H., and Leng, C. (2007), "Unified Lasso Estimation by Least-Square Approximation," Journal of the American Statistical Association, 102, 1039-1048. [285]
    • (2007) Journal of the American Statistical Association , vol.102 , pp. 1039-1048
    • Wang, H.1    Leng, C.2
  • 45
    • 68249091064 scopus 로고    scopus 로고
    • High-dimensional process monitoring and fault isolation via variable selection
    • [285,286,294]
    • Wang, K., and Jiang, W. (2009), "High-Dimensional Process Monitoring and Fault Isolation via Variable Selection," Journal of Quality Technology, 41, 247-258. [285,286,294]
    • (2009) Journal of Quality Technology , vol.41 , pp. 247-258
    • Wang, K.1    Jiang, W.2
  • 46
    • 63449130581 scopus 로고    scopus 로고
    • An adaptive dimension reduction scheme for monitoring feedback-controlled processes
    • [285]
    • Wang, K., and Tsung, F. (2009), "An Adaptive Dimension Reduction Scheme for Monitoring Feedback-Controlled Processes," Quality and Reliability Engineering International, 25, 283-298. [285]
    • (2009) Quality and Reliability Engineering International , vol.25 , pp. 283-298
    • Wang, K.1    Tsung, F.2
  • 48
    • 37249043822 scopus 로고    scopus 로고
    • Statistical monitoring of nonlinear product and process quality profiles
    • DOI 10.1002/qre.858
    • Williams, W., Woodall, W. H., and Birch, J. B. (2007b), "Statistical Monitoring of Nonlinear Product and Process Quality Profiles," Quality and Reliability Engineering International, 23, 925-941. [287] (Pubitemid 350280915)
    • (2007) Quality and Reliability Engineering International , vol.23 , Issue.8 , pp. 925-941
    • Williams, J.D.1    Woodall, W.H.2    Birch, J.B.3
  • 49
    • 41549166315 scopus 로고    scopus 로고
    • Current research on profile monitoring
    • [285]
    • Woodall, W. H. (2007), "Current Research on Profile Monitoring," Produção, 17, 420-425. [285]
    • (2007) Produção , vol.17 , pp. 420-425
    • Woodall, W.H.1
  • 50
    • 27844579581 scopus 로고    scopus 로고
    • The inertial properties of quality control charts
    • DOI 10.1198/004017005000000256
    • Woodall,W. H., and Mahmoud, M. A. (2005), "The Inertial Properties of Quality Control Charts," Technometrics, 47, 425-436. [289] (Pubitemid 41640375)
    • (2005) Technometrics , vol.47 , Issue.4 , pp. 425-436
    • Woodall, W.H.1    Mahmoud, M.A.2
  • 51
    • 8344246718 scopus 로고    scopus 로고
    • Using control charts to monitor process and product quality profiles
    • Woodall, W. H., Spitzner, D. J., Montgomery, D., and Gupta, S. (2004), "Using Control Charts to Monitor Process and Product Quality Profiles," Journal of Quality Technology, 36, 309-320. [285] (Pubitemid 40072175)
    • (2004) Journal of Quality Technology , vol.36 , Issue.3 , pp. 309-320
    • Woodall, W.H.1    Spitzner, D.J.2    Montgomery, D.C.3    Gupta, S.4
  • 52
    • 49249124334 scopus 로고    scopus 로고
    • Statistical monitoring of multi-stage processes based on engineering models
    • [287]
    • Xiang, L., and Tsung, F. (2008), "Statistical Monitoring of Multi-Stage Processes Based on Engineering Models," IIE Transactions, 40, 957-970. [287]
    • (2008) IIE Transactions , vol.40 , pp. 957-970
    • Xiang, L.1    Tsung, F.2
  • 53
    • 34249937887 scopus 로고    scopus 로고
    • Detecting multiple special causes from multivariate data with applications to fault detection in manufacturing
    • DOI 10.1080/07408170601089513, PII 779136924
    • Zantek, P. F., Li, S., and Chen, Y. (2007), "Detecting Multiple Special Causes From Multivariate Data With Applications to Fault Detection in Manufacturing," IIE Transactions, 39, 771-782. [286,288] (Pubitemid 46876938)
    • (2007) IIE Transactions (Institute of Industrial Engineers) , vol.39 , Issue.8 , pp. 771-782
    • Zantek, P.1    Li, S.2    Chen, Y.3
  • 54
    • 0037389565 scopus 로고    scopus 로고
    • State-spacemodeling of dimensional variation propagation in multistage machining process using differential motion vector
    • [287]
    • Zhou, C., Huang, Q., and Shi, J. (2003), "State-SpaceModeling of Dimensional Variation Propagation in Multistage Machining Process Using Differential Motion Vector," IEEE Transactions on Robotics and Automation, 19, 296-309. [287]
    • (2003) IEEE Transactions on Robotics and Automation , vol.19 , pp. 296-309
    • Zhou, C.1    Huang, Q.2    Shi, J.3
  • 55
    • 0345098409 scopus 로고    scopus 로고
    • Diagnosibility study of multistage manufacturing process based on linear mixed-effects models
    • [287]
    • Zhou, S., Ding, Y., and Chen, Z. (2003), "Diagnosibility Study of Multistage Manufacturing Process Based on Linear Mixed-Effects Models," Technometrics, 45, 312-325. [287]
    • (2003) Technometrics , vol.45 , pp. 312-325
    • Zhou, S.1    Ding, Y.2    Chen, Z.3
  • 56
    • 74049132241 scopus 로고    scopus 로고
    • Multivariate statistical process control using LASSO
    • [285,286,289-291,294]
    • Zou, C., and Qiu, P. (2009), "Multivariate Statistical Process Control Using LASSO," Journal of the American Statistical Association, 104, 1586-1596. [285,286,289-291,294]
    • (2009) Journal of the American Statistical Association , vol.104 , pp. 1586-1596
    • Zou, C.1    Qiu, P.2
  • 57
    • 54249122670 scopus 로고    scopus 로고
    • Directional MEWMA schemes for multistage process monitoring and diagnosis
    • [288,290,293]
    • Zou, C., and Tsung, F. (2008), "Directional MEWMA Schemes for Multistage Process Monitoring and Diagnosis," Journal of Quality Technology,40, 407-427. [288,290,293]
    • (2008) Journal of Quality Technology , vol.40 , pp. 407-427
    • Zou, C.1    Tsung, F.2
  • 58
    • 82955225303 scopus 로고    scopus 로고
    • LASSO-based multivariate linear profile monitoring
    • DOI:10.1007/s10479 010-0797-8.[285,286]
    • Zou, C., Ning, X., and Tsung, F. (2010), "LASSO-Based Multivariate Linear Profile Monitoring," Annals of Operation Research, DOI:10.1007/s10479 010-0797-8.[285,286]
    • (2010) Annals of Operation Research
    • Zou, C.1    Ning, X.2    Tsung, F.3
  • 59
    • 70349237109 scopus 로고    scopus 로고
    • Nonparametric control chart for monitoring profiles using change point formulation and adaptive smoothing
    • [287]
    • Zou, C., Qiu, P., and Hawkins, D. (2009), "Nonparametric Control Chart for Monitoring Profiles Using Change Point Formulation and Adaptive Smoothing," Statistica Sinica, 19, 1337-1357. [287]
    • (2009) Statistica Sinica , vol.19 , pp. 1337-1357
    • Zou, C.1    Qiu, P.2    Hawkins, D.3
  • 60
    • 36849064218 scopus 로고    scopus 로고
    • Monitoring general linear profiles using multivariate exponentially weighted moving average schemes
    • DOI 10.1198/004017007000000164
    • Zou, C., Tsung, F., and Wang, Z. (2007), "Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes," Technometrics, 49, 395-408. [287,288,290,291,293,294] (Pubitemid 350220979)
    • (2007) Technometrics , vol.49 , Issue.4 , pp. 395-408
    • Zou, C.1    Tsung, F.2    Wang, Z.3
  • 61
    • 63849196692 scopus 로고    scopus 로고
    • Monitoring profiles based on nonparametric regression methods
    • [286,287,290-293]
    • -. (2008), "Monitoring Profiles Based on Nonparametric Regression Methods," Technometrics, 50, 512-526. [286,287,290-293]
    • (2008) Technometrics , vol.50 , pp. 512-526
    • Zou, C.1    Tsung, F.2    Wang, Z.3
  • 62
    • 33846114377 scopus 로고    scopus 로고
    • The adaptive lasso and its oracle properties
    • [285,286]
    • Zou, H. (2006), "The Adaptive Lasso and Its Oracle Properties," Journal of the American Statistical Association, 101, 1418-1429. [285,286]
    • (2006) Journal of the American Statistical Association , vol.101 , pp. 1418-1429
    • Zou, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.