Model-based control chart for autoregressive and correlated data

Quality and Reliability Engineering International

Volumn 18, Issue 6, 2002, Pages 489-496

  Loredo, Elvira N ^a   Jearkpaporn, Duangporn ^b   Borror, Connie M ^b  

^a RAND CORPORATION   (United States)

^b Arizona State University   (United States)

Author keywords

Autocorrelated processes; Cascade processes; Model based control chart; Residual based control chart

Indexed keywords

CASCADE CONTROL SYSTEMS; COMPUTER SIMULATION; CORRELATION METHODS; DATA ACQUISITION; MONITORING; MONTE CARLO METHODS;

AUTOCORRELATED PROCESSES;

STATISTICAL PROCESS CONTROL;

EID: 0036864066     PISSN: 07488017     EISSN: None     Source Type: Journal    
DOI: 10.1002/qre.497     Document Type: Article

References (23)

1. Shewhart W.A. Economic Control of Quality of Manufactured Product. Van Nostrand: New York, 1931.
2. Hotelling H. Multivariate quality control-illustrated by the air testing of sample bombsights. Techniques of Statistical Analysis, Esenhart C., Hastay M.W., Walls W.A. (eds.). MCGraw Hill Book Company: New York, 1947; 111-184.
3. Crosier R.B. Multivariate generalizations of cumulative sum quality control scheme. Technometrics 1988; 30:291-303.
4. Montgomery D.C. Introduction to Statistical Quality Control (4th edn). Wiley: New York, 2001.
5. 2 multivariate control chart. Journal of Quality Technology 1996; 28:313-319.
6. Hauck D.J., Runger G.C., Montgomery D.C. Multivariate statistical process monitoring and diagnosis with grouped regression-adjusted variables. Communications in Statistics: Simulation and Computation 1999; 28:309-328.
7. Montgomery D.C., Mastrangelo C.M. Some statistical process control methods for autocorrelated data. Journal of Quality Technology 1991; 23:179-193.
8. Alwan L.C. Effects of autocorrelation on control chart performance. Communications in Statistics: Theory and Methods 1992; 21:1025-1049.
9. Maragah H.O., Woodall W.H. The effect of autocorrelation on the retrospective X̄-chart. Journal of Statistical Computation and Simulation 1992; 40:29-42.
10. Alwan L.C., Radson D. Time series investigation of subsample mean charts. IIE Transactions 1992; 22:66-80.
11. Krieger C.A., Champ C.W., Alwan L.C. Monitoring an autocorrelated process. Proceedings of the Modeling and Simulation Conference, University of Pittsburgh, Pittsburgh, 1992; 71-78.
12. Alwan A.J., Alwan L.C. Monitoring autocorrelated processes using multivariate quality control charts. Proceedings of the 3rd Decision Sciences Institute Annual Meeting, Georgia State University, Atlanta, 1992; 2106-2108.
13. 2 chart for monitoring univariate autocorrelated processes. Journal of Quality Technology 2002; 34:80-96.
14. Yashchin E. Performance of cusum control schemes for serially correlated observations. Technometrics 1993; 35:37-52.
15. Runger G.C., Willemain T.R., Prabhu S. Average run lengths for CUSUM control charts applied residuals. Communications in Statistics: Theory and Methods 1995; 24:273-282.
16. Jiang W., Tsui K., Woodall W.H. A new SPC monitoring method: the anna chart. Technometrics 2000; 42:399-410.
17. Runger G.C. Multivariate statistical process control for autocorrelated processes. International Journal of Production and Research 1996; 34:1715-1724.
18. Mandel B.J. The regression control chart. Journal of Quality Technology 1969; 1:1-9.
19. Healy J.D. A note on multivariate CUSUM procedure. Technometrics 1987; 29:409-412.
20. Zhang G.X. A new type of control charts and a theory of diagnosis with control charts. World Quality Congress Transactions 1984; 3:175-185.
21. Wade M.R., Woodall W.H. A review and analysis of cause selecting control charts. Journal of Quality Technology 1993; 25:161-169.
22. Hawkins D.M. Multivariate quality control using regression-adjusted variables. Technometrics 1991; 33:61-75.
23. Hawkins D.M. Regression adjustment for variables in multivariate quality control. Journal of Quality Technology 1993; 25:170-182.