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Estimating the Modified Weibull Parameters in Presence of Step-Stress Partially Accelerated Life Testing

• 2018
العودة
معلومات البحث
المؤلفون Mohamed A. W. Mahmoud, Rashad M. EL-Sagheer, Amr M. Abou-Senna
الكلمات المفتاحية Not Available
المجلة العلمية Not Available
الناشر Not Available
المجلد Not Available
العدد Not Available
الصفحات Not Available
publication.type International
رابط البحث Not Available
المواد المرفقة Not Available
الملخص
In this paper, assuming that the lifetime of each item under normal condition
follows the modi…edWeilbull distribution, partially accelerated life tests based on progressive
Type-II censored samples are considered. The likelihood equations are to be solved numer-
ically to obtain the maximum likelihood estimates. Based on normal approximation to the
asymptotic distribution of maximum likelihood estimates, the approximate con…dence inter-
vals for the parameters are derived. It is di¢ cult to get explicit form for Bayes estimates,
so Markov chain Monte Carlo method is used to solve this problem, which gives us ‡exi-
bility to construct the credible intervals for the parameters. Lindley approximation is also
being disscussed to obtain Bayes estimators. Finally, an illustrative example and simulation
studies are being considered.