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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2018.11
- 수록면
- 1,687 - 1,696 (10page)
- DOI
- 10.7465/jkdi.2018.29.6.1687
이용수
초록· 키워드
오류제보하기
In statistical process control, we want to detect a change in the process accurately and quickly. The GLR (generalized likelihood ratio) control chart has problems with calculating test statistics. In modern times, however, advances in computing systems have enabled GLR chart test statistics calculation. In this paper, multivariate GLR charts were developed to find changes in the mean vector and covariance matrix. Another problem with the multivariate GLR control chart is that the covariance matrix has various forms. In particular, in order to calculate test statistics on the GLR chart, we need to assume that the determinant of covariance matrix increases, and that these assumptions are often unsatisfactory. To solve this problem, this paper suggested giving the lower limit of the covariance matrix. We showed that the GLR control chart is effective in detecting shifts in mean vector and covariance matrix. Especially, the GLR control chart is effective in detecting a wide range of shifts and the GLR control chart does not require initial parameters.
목차
Abstract
1. Introduction
2. Multivariate GLR control charts
3. Numerical results
4. Conclusions
References
참고문헌 (11)
참고문헌 신청
[학술지(정기간행물)] - 최미림 / 2014 / GLR Charts for Simultaneously Monitoring a Sustained Shift and a Linear Drift in the Process Mean / Communications for Statistical Applications and Methods 21 (1) : 69 ~ 80
[학술지(정기간행물)] - Crosier, R. B. / 1988 / Multivariate generalizations of cumulative sum quality-control schemes / Technometrics 30 : 291 ~ 303
[학술지(정기간행물)] - 한성원 / 2018 / 베이즈 추정량에 기초한 베르누이 GLR 관리도 / 한국데이터정보과학회지 29 (1) : 37 ~ 47
[학술지(정기간행물)] - Healy, J. D. / 1987 / A note on multivariate CUSUM procedures / Technometrics 29 : 409 ~ 412
[단행본] - Hotelling, H. / 1947 / Techniques of Statistical Analysis / McGraw-Hill
[학술지(정기간행물)] - Crosier, R. B. / 1988 / Multivariate generalizations of cumulative sum quality-control schemes / Technometrics 30 : 291 ~ 303
[학술지(정기간행물)] - 한성원 / 2018 / 베이즈 추정량에 기초한 베르누이 GLR 관리도 / 한국데이터정보과학회지 29 (1) : 37 ~ 47
[학술지(정기간행물)] - Healy, J. D. / 1987 / A note on multivariate CUSUM procedures / Technometrics 29 : 409 ~ 412
[단행본] - Hotelling, H. / 1947 / Techniques of Statistical Analysis / McGraw-Hill
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UCI(KEPA) : I410-ECN-0101-2019-041-000212253