A Visualization Decision Support Tool for Multivariate SPC Diagnosis Using Marginal CUSUM Glyphs

REFERENCES

• Boyles , R. A. ( 1996 ). Multivariate process analysis with lattice data . Technometrics , 38 ( 1 ): 37 – 49 .
   Web of Science ®Google Scholar
• Chang , S. I. , Ho , E. S. ( 2001 ). Multivariate statistical process control for inspection data from coordinate measuring machines . International Journal of Industrial Engineering – Theory, Applications and Practices , 8 ( 4 ): 347 – 358 .
   Google Scholar
• Chen , C. , Härdle , W. , Unwin , A. ( 2008 ). Handbook of Data Visualization . New York : Springer .
   Google Scholar
• Crosier , R. B. (1988). Multivariate generalizations of cumulative sum quality-control schemes. Technometrics , 30(3):291–303.
   Web of Science ®Google Scholar
• Filzmoser , P. , Maronna , R. , Werner , M. ( 2008 ). Outlier identification in high dimensions . Computational Statistics and Data Analysis , 52 ( 3 ): 1694 – 1711 .
   Web of Science ®Google Scholar
• Hartigan , J. A. , Kleiner , B. ( 1984 ). A mosaic of television ratings . The American Statistician , 38 ( 1 ): 32 – 35 .
   Google Scholar
• Hawkins , D. M. ( 1991 ). Multivariate quality control based on regression-adjusted variables . Technometrics , 33 ( 1 ): 61 – 75 .
   Web of Science ®Google Scholar
• Hawkins , D. M. ( 1993 ). Cumulative sum control charting: An underutilized SPC tool . Quality Engineering , 5 ( 3 ): 463 – 477 .
   Google Scholar
• Jackson , J. E. ( 1985 ). Multivariate quality control . Communications in Statistics - Theory and Methods , 14 ( 11 ): 2657 – 2688 .
   Web of Science ®Google Scholar
• Lowry , C. A. , Montgomery , D. C. ( 1995 ). A review of multivariate control charts . IIE Transactions , 27 ( 6 ): 800 – 810 .
   Web of Science ®Google Scholar
• Lowry , C. A. , Woodall , W. H. , Champ , C. W. , Rigdon , S. E. ( 1992 ). A multivariate exponentially weighted moving average control chart . Technometrics , 34 ( 1 ): 46 – 53 .
   Web of Science ®Google Scholar
• Maronna , R. A. , Zamar , R. H. ( 2002 ). Robust estimates of location and dispersion for high–dimensional datasets . Technometrics , 44 ( 4 ): 307 – 317 .
   Web of Science ®Google Scholar
• Mason , R. L. , Tracy , N. D. , Young , J. C. ( 1995 ). Decomposition of T2 for multivariate control chart interpretation . Journal of Quality Technology , 27 ( 2 ): 99 – 108 .
   Web of Science ®Google Scholar
• Montgomery , D. C. ( 2008 ). Introduction to Statistical Quality Control . New York : John Wiley & Sons .
   Google Scholar
• Murrell , P. ( 2005 ). R graphics, Chapman & Hall/CRC Computer Science and Data Analysis, , 1st ed. Boca Raton , FL : Chapman & Hall/CRC .
   Google Scholar
• Pignatiello , J. J. , Jr. , Runger , G. C. ( 1990 ). Comparisons of multivariate CUSUM charts . Journal of Quality Technology , 22 ( 3 ): 173 – 186 .
   Web of Science ®Google Scholar
• Rousseeuw , P. J. ( 1985 ). Multivariate estimation with high breakdown point . Mathematical Statistics and Applications , 8 : 283 – 297 .
   Google Scholar
• Rousseeuw , P. J. , van Driessen , K. ( 1999 ). A fast algorithm for the minimum covariance determinant estimator . Technometrics , 41 ( 3 ): 212 – 223 .
   Web of Science ®Google Scholar
• Runger , G. C. , Alt , F. B. , Montgomery , D. C. ( 1996 ). Contributors to a multivariate statistical process control signal . Communications in Statistics—Theory and Methods , 25 ( 10 ): 2203 – 2213 .
   Web of Science ®Google Scholar
• Sarkar , D. ( 2008 ). Lattice: Multivariate Data Visualization with R (use R), , 1st ed . New York : Springer .
   Google Scholar
• Triantaphyllou , E. ( 2000 ). Multi-Criteria Decision Making Methods: A Comparative Study . Boston : Kluwer Academic Publishers .
   Google Scholar
• Woodall , W. H. , Ncube , M. M. ( 1985 ). Multivariate CUSUM quality-control procedures . Technometrics , 27 ( 3 ): 285 – 292 .
   Web of Science ®Google Scholar
• Yates , F. ( 1935 ). Complex experiments . Journal of the Royal Statistical Society , 2 ( Suppl. ): 181 – 247 .
   Google Scholar