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| 引用本文： | ??????,??????,?????.????????????????1?????????????????[J].应用概率统计,2017,33(4):369-384. |
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| 作者姓名： | ?????? ?????? ??ï?? |
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| 作者单位： | ???????????????????, ???????????????????; ¤?????????????????; ?й???????????? |
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| 摘 要： |
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| 关 键 词： | ?????????? ?Ч???? ??????????? EM?? |
Parameters Inference of Generalized Exponential#br#
Distribution Based on Generalized Progressively#br#
Hybrid Censoring Scheme |
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| TIAN YuZhu,QIU XiaoPeng,TIAN MaoZai.Parameters Inference of Generalized Exponential#br#
Distribution Based on Generalized Progressively#br#
Hybrid Censoring Scheme[J].Chinese Journal of Applied Probability and Statisties,2017,33(4):369-384. |
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| Authors: | TIAN YuZhu QIU XiaoPeng TIAN MaoZai |
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| Institution: | School of Statistics and Mathematics, Central University of Finance and Economics; School of Mathematics and Statistics, Henan University;
of Science and Technology; School of Mathematics and Information Science, Longnan Teacher College; School of Statistics, Renmin University of China |
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| Abstract: | As a new reliability test plan, generalized progressive
hybrid censoring can improve test efficiency by allowing experimenters to observe
a pre-specified number of failure samples before the final termination point.
Based on a class of widely used life distribution in life data analysis ---
generalized exponential distribution, this paper discusses its parameters
inference issue under generalized progressive hybrid censoring scheme. EM
Algorithm is used to estimate parameters of the considered model. Simulation
studies and a real-data analysis are carried out to illustrate the performance
of finite sample for the proposed procedure. |
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| Keywords: | generalized exponential distribution failure samples generalized progressive hybrid censoring EM algorithm |
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