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Statistical inference and Bayesian optimal life-testing plans under Type-Ⅱ unified hybrid censoring scheme

机译:Ⅱ型统一混合审查计划下的统计推理和贝叶斯最佳寿命测试计划

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摘要

This article describes the inferential procedures and Bayesian optimal life-testing issues under Type-II unified hybrid censoring scheme. First, the explicit expressions of expected number of failures, expected duration of testing, and Fisher information matrix for the unknown parameters of the underlying lifetime model are derived. Then, using these quantities, the Bayesian optimal life-testing plans are computed in a subsequent section. A cost constraint D-optimal optimization problem has been formulated, and the corresponding solution algorithm is provided to obtain optimal plans. Computational procedures are illustrated through numerical examples.
机译:本文介绍了II型统一混合审查计划下的推理程序和贝叶斯最佳寿命测试问题。首先,推导出预期的故障次数,预期的测试持续时间和用于底层寿命模型的未知参数的预期持续时间的显式表达式。然后,使用这些数量,在后续部分计算贝叶斯最佳寿命测试计划。已经制定了成本约束D-最佳优化问题,并且提供了相应的解决方案算法以获得最佳计划。通过数值示例说明计算过程。

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