Evaluation of statistical methods for assessing reliability from degradation data : A simulation study

Hove Herbert

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Evaluation of statistical methods for assessing reliability from degradation data : A simulation study

机译：评价评估的统计方法从退化数据可靠性:模拟研究

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This paper deals with the evaluation of statistical methods for assessing product reliability from degradation data. The evaluation is based on a simulation study. Benefits of assessing reliability from degradation data over censored failure time data are demonstrated using data from the first simulation run. Bias, precision and coverage probability calculated from the 10(5) simulated samples are the performance measures used in the evaluation. Analysis of a real gallium arsenide (GaAs) laser data set for telecommunication systems emphasizes the practical advantages of assessing reliability from degradation data.

机译：本文处理的评价评估产品的统计方法从退化数据的可靠性。基于仿真的研究。从退化数据的可靠性评估使用演示了审查失效时间数据数据从第一个模拟运行。精度和覆盖概率计算从10(5)模拟样品绩效指标用于评价。分析真正的砷化镓(砷化镓)激光数据集通信系统强调可靠性评估的实际优势从退化数据。

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来源
《Journal of statistics & management systems》 |2021年第6期|1339-1361|共23页
作者
Hove Herbert;
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Univ Witwatersrand;

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原文格式 PDF
正文语种英语
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关键词
reliability evaluation; Bias; PrecisionStatistical methodsStatistical Biasesbias(electronics)simulatingProduct reliabilityTelecommunication systemsData analysis;

机译：可靠性评估;偏误;PrecisionStatisticalmethodsStatisticalBiasesbias simulatingProduct(电子)reliabilityTelecommunication systemsData分析;

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Evaluation of statistical methods for assessing reliability from degradation data : A simulation study

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