Discussion of “Latent Structures-Based Multivariate Statistical Process Control: A Paradigm Shift”

REFERENCES

• Apley , D. W. , Shi , J. ( 1998 ). Diagnosis of multiple fixture faults in panel assembly . Journal of Manufacturing Science and Engineering , 120 : 793 – 801 .
   Web of Science ®Google Scholar
• Barton , R. R. , Gonzalez-Barreto , D. R. ( 1996 ). Process-oriented basis representations for multivariate process diagnostics . Quality Engineering , 9 ( 1 ): 107 – 118 .
   Google Scholar
• Bodnar , O. , Schmid , W. ( 2005 ). Multivariate control charts based on a projection approach . Allgemeines Statistiches Archiv , 89 : 75 – 93 .
   Google Scholar
• Box , G. , Luceño , A. , Paniagua-Quiñones , C. ( 2009 ). Statistical Control by Monitoring and Feedback Adjustment, , 2nd ed. Hoboken , NJ : John Wiley & Sons .
   Google Scholar
• Ceglarek , D. , Shi , J. ( 1996 ). Fixture failure diagnosis for auto body assembly using pattern recognition . ASME Transactions: Journal of Engineering for Industry , 118 : 55 – 65 .
   Web of Science ®Google Scholar
• Ferrer , A. ( 2007 ). Multivariate Statistical Process Control Based on Principal Component Analysis (MSPC-PCA): Some Reflections and a Case Study in an Autobody Assembly Process . Quality Engineering , 19 ( 4 ): 311 – 325 .
   Google Scholar
• Ferrer , A. ( 2014 ). Latent Structures-Based Multivariate Statistical Process Control: A Paradigm Shift . Quality Engineering , 26 : 72 – 91 .
   Web of Science ®Google Scholar
• Frank , I. E. , Friedman , J. H. ( 1993 ). A statistical view of some chemometrics regression tools . Technometrics , 35 : 109 – 135 .
   Web of Science ®Google Scholar
• González , I. , Sánchez , I. ( 2008 ). Principal alarms in multivariate statistical process control . Journal of Quality Technology , 40 ( 1 ): 19 – 30 .
   Web of Science ®Google Scholar
• Maboudou-Tchao , E. M. , Agboto , V. ( 2013 ). Monitoring the covariance matrix with fewer observations than variables . Computational Statistics and Data Analysis , 64 : 99 – 112 .
   Web of Science ®Google Scholar
• Mason , R. L. , Chou , Y.-M. , Young , J. C. ( 2009 ). Monitoring variation in a multivariate process when the dimension is large relative to the sample size . Communications in Statistics - Theory and Methods , 38 : 939 – 951 .
   Web of Science ®Google Scholar
• Megahed , F. M. , Wells , L. J. , Camelio , J. A. , Woodall , W. H. ( 2012 ). A spatiotemporal method for the monitoring of image data . Quality and Reliability Engineering International , 28 : 967 – 980 .
   Web of Science ®Google Scholar
• Megahed , F. M. , Woodall , W. H. , Camelio , J. A. ( 2011 ). A review and perspective on control charting with image data . Journal of Quality Technology , 43 ( 2 ): 83 – 98 .
   Web of Science ®Google Scholar
• Memar , A. O. , Niaki , S. T. A. ( 2009 ). New control charts for monitoring covariance matrix with individual observations . Quality and Reliability Engineering International , 25 : 821 – 823 .
   Web of Science ®Google Scholar
• Noorossana , R. , Saghaei , A. , Amiri , A. , Eds. ( 2011 ). Statistical Analysis of Profile Monitoring . Hoboken , NJ : John Wiley & Sons .
   Google Scholar
• Pignatiello , J. J. , Jr. , Runger , G. C. ( 1990 ). Comparisons of multivariate CUSUM charts . Journal of Quality Technology , 22 : 173 – 186 .
   Web of Science ®Google Scholar
• Psarakis , S. , Papaleonida , G. E. A. ( 2007 ). SPC procedures for monitoring autocorrelated processes . Quality Technology and Quantitative Management , 4 : 501 – 540 .
   Google Scholar
• Runger , G. C. , Montgomery , D. C. ( 1997 ). Multivariate and univariate process control: Geometry and shift directions . Quality and Reliability Engineering International , 13 ( 3 ): 153 – 158 .
   Web of Science ®Google Scholar
• Schall , S. , Chandra , J. ( 1987 ). Multivariate quality control using principal components . International Journal of Production Research , 25 ( 4 ): 571 – 588 .
   Web of Science ®Google Scholar
• Shi , J. ( 2006 ). Stream of Variation Modeling and Analysis for Multistage Manufacturing Processes . CRC Press : Boca Raton , FL .
   Google Scholar
• Shi , J. , Zhou , S. ( 2009 ). Quality control and improvement for multistage systems: A survey . IIE Transactions , 41 ( 9 ): 744 – 753 .
   Web of Science ®Google Scholar
• Stoumbos , Z. G. , Jones , L. A. , Woodall , W. H. , Reynolds , M. R. , Jr. ( 2000 ). On nonparametric multivariate control charts based on data depth . In: Lenz , H.-J. , Wilrich , P.-Th. , Eds. Frontiers in Statistical Quality Control 6 . Heidelberg , Germany : Springer-Verlag , 208 – 228 .
   Google Scholar
• Stoumbos , Z. G. , Sullivan , J. H. ( 2002 ). Robustness to non-normality of the multivariate EWMA chart . Journal of Quality Technology , 34 : 260 – 276 .
   Web of Science ®Google Scholar
• Tracy , N. D. , Young , J. C. , Mason , R. L. ( 1997 ). Multivariate control charts for individual observations . Journal of Quality Engineering , 24 : 88 – 95 .
   Google Scholar
• Wells , L. J. , Megahed , F. M. , Camelio , J. A. , Woodall , W. H. ( 2012 ). A framework for variation visualization and understanding in complex manufacturing systems . Journal of Intelligent Manufacturing , 23 : 2025 – 2036 .
   Web of Science ®Google Scholar
• Wilson , S. R. ( 2009 ). Control charts with missing observations. Ph.D. dissertation, Department of Statistics, Virginia Tech, Blacksburg, VA.
   Google Scholar
• Woodall , W. H. , Montgomery , D. C. ( 2014 ). Some current directions in the theory and application of statistical process monitoring . Journal of Quality Technology . In press .
   Google Scholar
• Yeh , A. B. , Huwang , L. , Wu , C.-W. ( 2005 ). A multivariate EWMA control chart for monitoring process variability with individual observations . IIE Transactions , 37 : 1023 – 1035 .
   Web of Science ®Google Scholar
• Yeh , A. B. , Lin , D. K. J. , McGrath , R. N. ( 2006 ). Multivariate control charts for monitoring covariance matrix: A review . Quality Technology and Quantitative Management , 3 : 415 – 436 .
   Google Scholar
• Article presented at the First Stu Hunter Research Conference in Heemskerk, Netherlands, March 2013.
   Google Scholar