Interpreting the out-of-control signal in multivariate control chart - A comparative study

International Journal of Advanced Manufacturing Technology

Volumn 37, Issue 9-10, 2008, Pages 966-979

  Das, Nandini ^a   Prakash, Vinay ^a  

^a INDIAN STATISTICAL INSTITUTE   (India)

Author keywords

Correlation structure; Diagnostic test; Hotelling T2; Power of the test

Indexed keywords

CORRELATION METHODS; DATA STRUCTURES; NUMERICAL METHODS; PATTERN RECOGNITION; PROBLEM SOLVING;

CORRELATION STRUCTURE; DIAGNOSTIC TESTS; HOTELLING; POWER OF THE TEST;

MULTIVARIABLE CONTROL SYSTEMS;

EID: 44449095096     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-007-1030-z     Document Type: Article

References (23)

1. Anderson TW (1984) An introduction to multivariate statistical analysis, 3rd edn. Wiley, New York
2. Alt FB (1985) Multivariate quality control. In: Kotz S, Johnson NL, Read CR (eds) The Encyclopedia of Statistical Sciences. Wiley, New York, p 110-122
3. 2 control chart signals. IIE Trans 38(8):647-657
4. Bersimis S, Panaretos J, Psarkis S (2005) Multivariate statistical process control charts and the problem of interpretation: A short overview and some applications in industry, Proceeding of 7th Hellenic European conference on computer, Mathematics and its application. Athens, Greece pp 1-7
5. Doganaksoy N, Faltin FW, Tucker WT (1991) Identification of Out-of-Control Multivariate Characteristic in a multivariable manufacturing environment. Commun Stat, Theory Methods 20:2775-2790
6. Flores GE, Flack WW, Avlakeotes S, Martin B (1995) Process control of stepper overlay using multivariate techniques. OCG Interface 1-17
7. Hawkins DM (1991) Multivariate quality control based on regression-adjusted variables. Technometrics 33:61-75
8. Hawkins DM (1993) Regression adjustment for variables in multivariate quality control. J Qual Technol 25:170-182
9. Jackson JE (1991) A user guide to principal components. Wiley, New York
10. Jackson JE (1980) Principle components and factor analysis: Part 1-principal components. J Qual Technol 12:201-213
11. Kourti T, MacGregor JF (1996) Multivariate SPC methods for process and product monitoring. J Qual Technol 28:409-428
12. Maravelakis PE, Bersimis S, Panaretos J, Psarkis S (2002) Identifying the out of control variable in a multivariate control chart. Commun stat, Theory Methods 31(12):2391-2408
13. 2 statistic to batch processes. J Qual Technol 33(4):466-479
14. 2 for multivariate control chart interpretation. J Qual Technol 27:99-108
15. 2 multivariate quality procedures. The Statistician 36:571-583
16. Niaki STA, Abbasi B (2005) Fault diagnosis in multivariate control chart using artificial neural networks. Quality Reliability Engineering International 21:825-840
17. 2 control chart and Mason-Tracy decomposition procedure to the study of the consistency of impurity profiles of drug substances. Qual Eng 16(1):127-142
18. Rao CR (1973) Linear statistical inference and its applications, 2nd edn. Wiley, New York
19. Roy J (1958) Step-down procedure in multivariate analysis. Ann Math Stat 29:1177-1187
20. Sepulveda A, Nachlas JA (1997) A simulation approach to multivariate control. Computers and Industrial Engineering 33:113-116
21. Timm NH (1996) Multivariate quality control using finite intersection tests. J Qual Technol 28:233-243
22. Wierda SJ (1994) Multivariate statistical process control - recent results and directions for future research. Stat Neerl 48:147-168
23. 2 statistic based on the successive differences estimator. J Qual Technol 38(3):217-229