Optimal Plans of Constant-Stress Accelerated Life Tests for the Lindley Distribution

被引:18
作者
El-Din, M. M. Mohie [1 ]
Abu-Youssef, S. E. [1 ]
Ali, N. S. A. [2 ]
Abd El-Raheem, A. M. [2 ]
机构
[1] Al Azhar Univ, Dept Math, Fac Sci, Cairo, Egypt
[2] Ain Shams Univ, Dept Math, Fac Educ, Cairo, Egypt
关键词
accelerated life testing; C-optimality; D-optimality; Fisher information matrix; Lindley distribution; simulation study; GENERALIZED EXPONENTIAL-DISTRIBUTION; INFERENCE; MODEL; SAMPLE;
D O I
10.1520/JTE20150312
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
In this paper, the optimal plans for k-level constant-stress accelerated life test are presented for Lindley failure data under complete sampling. According to the log-linear life-stress relationship, the optimal proportion of test units allocated to each stress level is determined under D- and C-optimality criteria. Moreover, two real data sets are analyzed to illustrate the proposed procedures. Furthermore, the real data sets are used to show that the Lindley distribution can be a better model than one based on the exponential distribution. In addition, numerical examples are used to compare between the D-optimal plan, C-optimal plan, and traditional plan through asymptotic variance of maximum likelihood estimators (MLEs). Finally, some interesting conclusions are obtained.
引用
收藏
页码:1463 / 1475
页数:13
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