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Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 40, 2008 - Issue 3
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Articles

Visualizing Principal Components Analysis for Multivariate Process Data

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Pages 299-309 | Published online: 21 Nov 2017

References

  • Anderson, T. W. (1963). “The Use of Factor Analysis in the Statistical Analysis of Multiple Time Series”. Psychometrika 28, pp. 1–25.
  • Box, G. E. P. and Tiao, G. C. (1977). “A Canonical Analysis of Multiple Time Series”. Biometrika 64, pp. 355–365.
  • Brockwell, P. J. and Davis, R. A. (2002). Introduction to Time Series and Forecasting, 2nd edition. Springer-Verlag, New York, NY.
  • Cleveland, W. S. (1985). The Elements of Graphing Data. Chapman and Hall, New York, NY.
  • Cleveland, W. S. (1993). Visualizing Data. Hobart Press, Summit, NJ.
  • Cressie, N. A. C. (1993). Statistics for Spatial Data. John Wiley & Sons, New York, NY.
  • Jackson, J. E. (2003). A User's Guide to Principal Components. John Wiley & Sons, Hoboken, NJ.
  • Johnson, R. A. and Wichern, D. W. (2002). Applied Multivariate Statistical Analysis, 5th edition. Prentice Hall, New York, NY.
  • Jolliffe, I. T. (2002). Principal Component Analysis. Springer-Verlag, New York, NY.
  • Gabriel, K. R. (1985). “Multivariate Graphics”, In Encyclopedia of Statistical Sciences, eds. D. L. Banks, C. B. Read, and S. Kotz. John Wiley and Sons, New York, NY, Vol. 6, pp. 66–79.
  • Gnanadesikan, R. (1997). Methods for Statistical Data Analysis of Multivariate Observations. John Wiley & Sons, New York, NY.
  • Kourti, T. and MacGregor, J. F. (1996). “Multivariate SPC Methods for Process and Product Monitoring”. Journal of Quality Technology 28, pp. 409–428.
  • Lütkepohl, H. (1993). Introduction to Multiple Time Series Analysis. Springer-Verlag, New York, NY.
  • Peña, D.; Tiao, G. C.; and Tsay, R. S. (2001). A Course in Time Series Analysis. John Wiley & Sons, New York, NY.
  • Playfair, W. (1786). The Commercial and Political Atlas. Cambridge University Press, Cambridge, England.
  • Quenouille, M. H. (1957). The Analysis of Multiple Time Series. Hafner, New York, NY.
  • Reinsel, G. C. (1997). Elements of Multivariate Time Series Analysis. Springer-Verlag, New York, NY.
  • Rencher, A. C. (2002). Methods of Multivariate Analysis. John Wiley & Sons, New York, NY.
  • Seber, G. A. F. (2004). Multivariate Observations. John Wiley & Sons, New York, NY.
  • Tiao, G. C.; Tsay, R. S.; and Wang, T. (1993). “Usefulness of Linear Transformations in Multivariate Time-Series Analysis”. Empirical Economics 18, pp. 567–593.
  • Tsay, R. S. (2005). Analysis of Financial Time Series, 2nd edition. John Wiley & Sons, New York, NY.
  • Tufte, E. R. (1983). The Visual Display of Quantitative Information. Graphic Press, Cheshire, CT.
  • Tukey, J. W. (1962). “The Future of Data Analysis”. Annals of Mathematical Statistics 33, pp. 1–67.
  • Wainer, H. (2004). Graphic Discovery: A Trout in the Milk and Other Visual Adventures. Princeton University Press, Princeton, NJ.

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