Generalized inverted exponential distribution under constant stress accelerated life test: Different estimation methods with application

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Generalized inverted exponential distribution under constant stress accelerated life test: Different estimation methods with application

机译：恒应力加速寿命试验下的广义倒指数分布：不同的估算方法及其应用

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Estimation of the parameters of generalized inverted exponential distribution is considered under constant stress accelerated life test. Besides the maximum likelihood method, nine different frequentist methods of estimation are used to estimate the unknown parameters. Moreover, the reliability function is estimated under use conditions based on different methods of estimation. We perform extensive simulation experiments to see the performance of the proposed estimators. As an illustration, a real data set is analyzed to demonstrate how the proposed methods may work in practice.

机译：在恒应力加速寿命试验中考虑了广义倒指数分布参数的估计。除了最大似然法之外，还使用九种不同的频度估计方法来估计未知参数。此外，基于不同的估计方法在使用条件下估计可靠性函数。我们进行了广泛的仿真实验，以了解所提出的估算器的性能。作为说明，分析了一个真实的数据集以演示所提出的方法如何在实践中起作用。

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《Quality and Reliability Engineering International》 |2020年第4期|1296-1312|共17页
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St Anthonys Coll Dept Stat Shillong Meghalaya India;

King Abdulaziz Univ Fac Sci Dept Stat Jeddah Saudi Arabia|Zagazig Univ Fac Commerce Dept Stat Zagazig Egypt;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
accelerated life testing; Cramer-von-Mises estimation method; generalized inverted exponential distribution; least squares method; maximum likelihood method; percentile method; weighted least squares method;

机译：加速寿命测试;Cramer-von-Mises估计方法;广义倒指数分布;最小二乘法最大似然法百分位数法加权最小二乘法;

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专利

1. Statistical Analysis in Constant-stress Accelerated Life Tests for Generalized Exponential Distribution with Progressive Type-I Hybrid Censoring [J] . Zheng Guangyu, Shi Yimin Communications in Statistics . 2015,第22a24期

机译：常规应力加速寿命试验的统计分析与渐进式 - I杂交审查的普遍指数分布
2. Optimal Multiple Constant-Stress Accelerated Life Tests for Generalized Exponential Distribution [J] . QIANG GUAN, YINCAI TANG, JIAYU FU, Communications in Statistics . 2014,第8a10期

机译：广义指数分布的最优多重恒应力加速寿命试验
3. ESTIMATING THE GENERALIZED EXPONENTIAL DISTRIBUTION PARAMETERS AND THE ACCELERATION FACTOR UNDER CONSTANT-STRESS PARTIALLY ACCELERATED LIFE TESTING WITH TYPE-II CENSORING [J] . Ali A. Ismail Strength of Materials . 2013,第6期

机译：II型删失恒应力部分加速寿命试验下广义指数分布参数和加速因子的估计
4. E-Bayesian statistical analysis for constant-stress accelerated life testing under the exponential distribution [C] . Shu Zhao, Guoliang Cai International conference on modelling and simulation;ICMS2010 . 2010

机译：指数分布下恒应力加速寿命试验的E-贝叶斯统计分析
5. A class of beta-exponential distributions: Properties, estimation and applications. [D] . Maynard, Jacinth A. 2003

机译：一类beta指数分布：属性，估计和应用。
6. The Topp-Leone Generalized Inverted Exponential Distribution with Real Data Applications [O] . Zakeia A. Al-Saiary, Rana A. Bakoban 2020

机译：TopP-Leone广义倒置指数分布具有实际数据应用
7. Estimation for constant-stress accelerated life test from generalized half-normal distribution [O] . 2017

机译：常见半正态分布恒定应力加速寿命试验的估计
8. Accelerated Life Testing Under Competing Exponential Failure Distributions [R] . Klein, J. P., Basu, A. P. 1981

机译：竞争指数失效分布下的加速寿命试验

Generalized inverted exponential distribution under constant stress accelerated life test: Different estimation methods with application

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