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.
机构:
Department of Mathematics, Faculty of Science, Al-Azhar University, CairoDepartment of Mathematics, Faculty of Science, Al-Azhar University, Cairo
El-Din M.M.M.
Abu-Youssef S.E.
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机构:
Department of Mathematics, Faculty of Science, Al-Azhar University, CairoDepartment of Mathematics, Faculty of Science, Al-Azhar University, Cairo
Abu-Youssef S.E.
Ali N.S.A.
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机构:
Department of Mathematics, Faculty of Education, Ain Shams University, CairoDepartment of Mathematics, Faculty of Science, Al-Azhar University, Cairo
Ali N.S.A.
El-Raheem A.M.A.
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h-index: 0
机构:
Department of Mathematics, Faculty of Education, Ain Shams University, CairoDepartment of Mathematics, Faculty of Science, Al-Azhar University, Cairo