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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2016.4
- 수록면
- 539 - 548 (10page)
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This paper is a study on the multivariate CUSUM control charts using three different control statistics for monitoring covariance matrix. We get control limits and ARLs of the proposed multivariate CUSUM control charts using three different control statistics by using computer simulations. The performances of these proposed multivariate CUSUM control charts have been investigated by comparing ARLs. The purpose of control charts is to detect assignable causes of variation so that these causes can be found and eliminated from process, variability will be reduced and the process will be improved. We show that the charts based on three different control statistics are very effective in detecting shifts, especially shifts in covariances when the variables are highly correlated. When variables are highly correlated, our overall recommendation is to use the multivariate CUSUM control charts using trace for detecting changes in covariance matrix.
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참고문헌 (11)
참고문헌 신청
[학술지(정기간행물)] - 장덕준 / 2011 / Control charts for monitoring correlation coefficients in variance-covariance matrix / 한국데이터정보과학회지 22 (4) : 803 ~ 809
[단행본] - Hotelling, H. / 1947 / Multivariate quality control, techniques of statistical analysis / McGraw-Hill
[학술대회논문] - Hotelling, H. / 1951 / A generalized T test and measure of multivariate dispersion / Proceedings of the second Berkeley symposium on mathematical statistics and probability
[학위논문] - Hui, Y. V. / 1980 / Topics in statistical process control / Ph.D. / Virginia Polytechnic Institute and State University
[학술지(정기간행물)] - 정정임 / 2012 / Multivariate EWMA control charts for monitoring the variance-covariance matrix / 한국데이터정보과학회지 23 (4) : 807 ~ 814
[단행본] - Hotelling, H. / 1947 / Multivariate quality control, techniques of statistical analysis / McGraw-Hill
[학술대회논문] - Hotelling, H. / 1951 / A generalized T test and measure of multivariate dispersion / Proceedings of the second Berkeley symposium on mathematical statistics and probability
[학위논문] - Hui, Y. V. / 1980 / Topics in statistical process control / Ph.D. / Virginia Polytechnic Institute and State University
[학술지(정기간행물)] - 정정임 / 2012 / Multivariate EWMA control charts for monitoring the variance-covariance matrix / 한국데이터정보과학회지 23 (4) : 807 ~ 814
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UCI(KEPA) : I410-ECN-0101-2018-041-001377877