혼합 정규공정 하에서의 공정능력지수 Cp에 대한 가설검정
Statistical Tests for Process Capability Index Cp Based on Mixture Normal Process
1
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
Purpose: The purpose of this study is to develop the statistical test for process capability index Cp based on mixture normal process. Methods: This study uses Bootstrap method to calculate the approximate P-value for various simulation conditionsunder mixture normal process. Results: This study indicates that our proposed method is effective way to test for process capability index Cp based on mixture normal process. Conclusion: This study finds out that statistical test for process capability index Cp based on mixture normalprocess is useful for real application.
Abstract
Purpose: The purpose of this study is to develop the statistical test for process capability index Cp based on mixture normal process. Methods: This study uses Bootstrap method to calculate the approximate P-value for various simulation conditionsunder mixture normal process. Results: This study indicates that our proposed method is effective way to test for process capability index Cp based on mixture normal process. Conclusion: This study finds out that statistical test for process capability index Cp based on mixture normalprocess is useful for real application.
참고문헌 (15)
- Beran, Rudolf., "Bootstrap Methods in Statistics", Jahresberichtr der Deutschen Mathematiker Vereiningung, 86, pp.14~30 (1984)
- Cho, Joong Jae., "Bootstrapping a Unified Process Capability Index", Journal of the Korean Statistical Society, 26(4), pp.543~554 (1996)
- Cho, Joong Jae., "Better Nonparametric Bootstrap Confidence Intervals for Capability Index ", The Korean Journal of Applied Statistics, 12(1), pp.45~65 (1999)
- 조중재, "정규분포 공정 가정하에서의 공정능력지수 에 관한 효율적인 신뢰한계", 품질경영학회지, 32(4), pp.229~241 (2004), 한국품질경영학회
- Diciccio, Thomas., "Bootstrap Confidence Intervals and Bootstrap Approximations", Journal of the American Statistical Association, 82, pp.163~170 (1987)
- Efron, Bradley., "Bootstrap Methods : Another look at the Jackknife", Annals of Statistics, 7(1), pp.1~26 (1979)
- Efron, Bradley., "An Introduction to the Bootstrap" (1993), Chapman & Hall
- Franklin, LeRoy., "Bootstrap Confidence Interval Estimate of : An Introduction", Communications in Statistics-Simulation and Computation, 20(1), pp.231~242 (1991)
- Franklin, LeRoy., "Bootstrap Lower Confidence Interval Limits for Capability Indices", Journal of Quality Technology, 24, pp.196~210 (1992)
- Hall, Peter., "Theoretical Comparison of Bootstrap Confidence Intervals", Annals of Statistics, 16, pp.927~953 (1988)
- Jeong, Jun Chel., "Statistical Inference for Process Capability Index under a Mixed Normal Distribution", 석사, pp.2011
- Kim, Pyong-Koo., "Some Process Capability Indices using Loss Function under Contaminated Normal Process", Journal of the Korean Society for Quality Management, 26(4), pp.65~78 (1998)
- Lin, P. C., "Testing Process Capabiblity for one-sided specification limit with Application to the voltage level translator", Microelectronics Reliability, 42, pp.1975~1983 (2002)
- Pearn, Wen Lea., "Testing Process Capability with an Application", International Journal of Reliability Quality and Safety Engineering, 8(1), pp.15~34 (2001)
- Shin, Kyung-Seok., "An Improved Process Incapability Index for the Evaluation of Process Capability", Journal of the Korean Society for Quality Management, 24(4), pp.90~102 (1996)
