指数幂分布的新推广及其在寿命数据中的应用

M. Shakil, B. M. Kibria, M. Elgarhy
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引用次数: 0

摘要

摘要:本文导出了一种新的四参数广义指数功率寿命概率模型,该模型对一些已知的指数功率寿命分布进行了推广。观察到我们提出的新分布在可靠性和寿命测试环境中具有偏态分布的大部分性质。其失效率函数呈增大和浴盆形行为。文中还讨论了该模型的参数估计、仿真和应用。
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A New Extension of the Exponential Power Distribution with Application to Lifetime Data
Abstract: This paper derives a new four-parameter generalized exponential power lifetime probability model for life time data, which generalizes some well-known exponential power lifetime distributions. It is observed that our proposed new distribution bears most of the properties of skewed distributions in reliability and life testing context. It is skewed to the right as well as its failure rate function has the increasing and bathtub shape behaviors. The estimation of the parameters, and simulation and applications of the proposed model have also been discussed.
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