Multivariate statistical process monitoring and diagnosis with grouped regression-adjusted variables

Communications in Statistics Part B: Simulation and Computation

Volumn 28, Issue 2, 1999, Pages 309-328

  Hauck, Daryl J ^a   Runger, George C ^a   Montgomery, Douglas C ^a  

^a ARIZONA STATE UNIVERSITY   (United States)

Author keywords

Control charts; Multivariate statistical process control; Quality control; Regression adjustment

Indexed keywords

EID: 0012033508     PISSN: 03610918     EISSN: None     Source Type: Journal    
DOI: 10.1080/03610919908813551     Document Type: Article

References (30)

1. Chua, M. and Montgomery, D.C. (1992). "Investigation and Characterization of a Control Scheme for Multivariate Quality Control," Quality and Reliability Engineering International, 8, 37-44.
2. Crosier, R.B. (1988). "Multivariate Generalizations of Cumulative Sum Quality Control Schemes," Technometrics, 30, 291-303.
3. Duncan, A.J. (1986). Quality Control and Industrial Statistics, 5th ed. Irwin, Homewood.
4. Gnanadesikan, R. (1977). Methods for Statistical Data Analysis of Multivariate Observations, John Wiley & Sons, Inc., New York.
5. Hawkins, D.M. (1974). "The Detection of Errors in Multivariate Data Using Principal Components", Journal of the American Statistical Association, 69, 340-344.
6. Hawkins, D.M. (1991). "Multivariate Quality Control Based on Regression-Adjusted Variables," Technometrics, 33, 61-75.
7. Hawkins, D.M. (1993). "Regression Adjustment for Variables in Multivariate Quality Control," Journal of Quality Technology, 25, 170-182.
8. Healy, J.D. (1987). "A Note on Multivariate CUSUM Procedures," Technometrics, 29, 409-412.
9. Hotelling, H. (1931). "The Generalization of Student's Ratio," Annals of Mathematical Statistics, 2, 360-378.
10. Hotelling, H. (1933). "Analysis of a Complex of Statistical Variables into Principal Components," Journal of Educational Psychology, 24, 417-441, 498-520.
11. Hotelling, H. (1947). "Multivariate Quality Control - Illustrated by the Air Testing of Sample Bombsights," Techniques of Statistical Analysis, C. Esenhart, M.W. Hastay, and W.A. Wallis, (eds), McGraw-Hill, New York, 111-184.
12. Jackson, J.E. (1980). "Principal Components and Factor Analysis: Part I - Principal Components," Journal of Quality Technology, 12, 201-213.
13. Jackson, J.E. (1985). "Multivariate Quality Control," Communications in Statistics - Theory and Methods, 14, 2657-2688.
14. Jackson, J.E. (1991). A User's Guide to Principal Components, John Wiley & Sons, New York.
15. 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
16. Lowry, C.A. and Montgomery, D.C. (1995). "A review of multivariate control charts," IIE Transactions, 27, 800-810.
17. Mandel, B.J. (1969). "The Regression Control Chart," Journal of Quality Technology, 1, 1-9.
18. Mardia, K.V.; Kent, J.T.; and Bibby, J.M. (1979). Multivariate Analysis. Academic Press, San Francisco.
19. 2 for Multivariate Control Chart Interpretation," Journal of Quality Technology, 27, 99-108.
20. Morrison, D.F. (1990). Multivariate Statistical Methods, 3rd Ed, McGraw-Hill, New York, p. 92.
21. Mortell, R.R. and Runger, G.C. (1995). "Statistical Process Control of Multiple Stream Processes," Journal of Quality Technology, 27, 1-12.
22. 2 Multivariate Quality Control Procedures," The Statistician, 36, 571-583.
23. Pignatiello, J.J. and Runger, G.C. (1990). "Comparisons of Multivariate CUSUM Charts," Journal of Quality Technology, 22, 173-186.
24. 2 Multivariate Control Chart," Journal of Quality Technology, 28, 313-319.
25. Scranton, R.; Runger, G.C.; Keats, J.B.; and Montgomery, D.C. (1996). "Efficient Shift Detection Using Multivariate Exponentially-Weighted Moving Average Control Charts and Principal Components," Quality and Reliability Engineering International, 12, 165-171.
26. Shewhart, W.A. (1931). Economic Control of Quality of Manufactured Product, D. Van Nostrand Co., Inc., New York.
27. Timm, N.H. (1996). "Multivariate Quality Control Using Finite Intersection Tests," Journal of Quality Technology, 28, 233-243.
28. Wade, M.R. and Woodall, W.H. (1993). "A Review and Analysis of Cause-Selecting Control Charts," Journal of Quality Technology, 25, 161-169.
29. Wierda, S.J. (1994). "Multivariate Statistical Process Control - Recent Results and Directions for Future Research," Statistica Neerlandica, 48, 147-168.
30. Zhang, G.X. (1985). "Cause-Selecting Control Charts - A New Type of Quality Control Charts," The QR Journal, 12, 221-225.