Reliability inference on composite dynamic systems based on Burr type-XII distribution

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题名:	Reliability inference on composite dynamic systems based on Burr type-XII distribution
作者:	N Balakrishnan;N Jiang;Tzong-Ru Tsai;YL Lio;D-G Chen
关键词:	Hazards;Reliability;Maximum likelihood estimation;Shape;Probability density function;Educational institutions;Standards
日期:	2015-03
上传时间:	2016-01-06 11:02:17 (UTC+8)
出版者:	IEEE
摘要:	Failure of a component in a composite dynamic system often induces a higher load on surviving components, and increases the hazard rate. Statistical inferential procedures on composite dynamic systems are developed here based on a Burr type-XII distribution with a power-trend hazard rate function. Point estimates of the Burr type-XII parameters, and interval estimates of the baseline survival function are obtained based on the maximum-likelihood estimates, and the Fisher information matrix. A test procedure is presented for examining the relationship between the hazard rate function and the number of failed components. The performance of the proposed method is then evaluated by means of an extensive Monte Carlo simulation study. An example is finally presented for illustrative purpose.
關聯:	IEEE Transactions on Reliability 64(1), p.144-153
DOI:	10.1109/TR.2014.2338251
显示于类别:	[統計學系暨研究所] 期刊論文

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