Journal of the Korean Data and Information Science Society
- Volume 7 Issue 1
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- Pages.37-46
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- 1996
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- 1598-9402(pISSN)
A Study on Goodness of Fit Test in Accelerated Life Tests
가속수명시험에 대한 적합도 검정에 관한 연구
- Lee, Woo-Dong (Department of Statistics, Kyungsan University) ;
- Cho, Geon-Ho (Department of Statistics, Kyungsan University)
- Published : 1996.05.30
Abstract
In this paper, we introduce the goodness of fit test procedure for lifetime distribution using step stress accelerated lifetime data. Using the nonpapametric estimate of acceleration factor, we prove the strong consistence of empirical distribution function under null hypothesis. The critical vailues of Kolmogorov-Smirnov, Anderson-Darling, Cramer-von Mises statistics are computed when the lifetime distibution is assumed to be exponential and Weibull. The power of test statistics are compared through Monte-Cairo simulation study.
계단충격가속수명시험에서 얻은 자료를 토대로 통계적 추론을 위해 가정하는 수명분포에 대한 적합도 검정을 Kolmogorov-Smirnov, Cramer-von Mises, Anderson-Darling과 같은 비모수적 검정통계량들을 이용한 검정절차를 제안하고, 각 통계량들을 검정력 측면에서 비교하고자 한다.