Lifetime distribution and estimation problems of consecutive-k-out-of-n:F systems

被引:23
|
作者
Aki, S [1 ]
Hirano, K [1 ]
机构
[1] INST STAT MATH,MINATO KU,TOKYO 106,JAPAN
关键词
consecutive-k-out-of-n; F system; system reliability; failure time; discrete distributions of order k; order statistics; exponential distribution; Weibull distribution; Pareto distribution; moment estimator;
D O I
10.1007/BF00049298
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Explicit formula is given for the lifetime distribution of a consecutive-k-out-of-n:F system. It is given as a linear combination of distributions of order statistics of the lifetimes of n components. We assume that the lifetimes are independent and identically distributed. The results should make it possible to treat the parametric estimation problems based on the observations of the lifetimes of the system. In fact, we take up, as some examples, the cases where the lifetimes of the components follow the exponential, the Weibull, and the Pareto distributions, and obtain feasible estimators by moment method. In particular, it is shown that the moment estimator is quite good for the exponential case in the sense that the asymptotic efficiency is close to one.
引用
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页码:185 / 199
页数:15
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