修正*幂拟幂Lindley幂级数分布及其在医学中的应用

IF 0.3 Q4 MATHEMATICS, APPLIED
A. Hassan, A. Rashid, N. Akhtar
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引用次数: 0

摘要

摘要本文介绍了一种先进的五参数寿命模型,该模型是由幂级数分布族和幂拟幂Lindley分布组合而成。EQPLPS分布族包含几个寿命子类,如拟幂Lindley幂级数、幂Lindley级数、拟Lindley级数和Lindley级数。所提出的分布根据其参数表现出递减、递增和浴缸状的危险率函数。它更灵活,因为它可以生成新的生存期分布以及一些现有的分布。各种统计性质,包括密度函数、累积函数、极限行为、矩生成函数和阶矩统计的闭式表达式,都被提上了议事日程。还讨论了分位数测度在Lambert W函数中的能力。最后,通过比较三个真实生活数据集的子模型,证明了新一类分布的潜力和灵活性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Correction* Exponentiated quasi power Lindley power series distribution with applications in medical science
Abstract The present paper introduces an advanced five parameter lifetime model which is obtained by compounding exponentiated quasi power Lindley distribution with power series family of distributions. The EQPLPS family of distributions contains several lifetime sub-classes such as quasi power Lindley power series, power Lindley power series, quasi Lindley power series and Lindley power series. The proposed distribution exhibits decreasing, increasing and bathtub shaped hazard rate functions depending on its parameters. It is more flexible as it can generate new lifetime distributions as well as some existing distributions. Various statistical properties including closed form expressions for density function, cumulative function, limiting behaviour, moment generating function and moments of order statistics are brought forefront. The capability of the quantile measures in terms of Lambert W function is also discussed. Ultimately, the potentiality and the flexibility of the new class of distributions has been demonstrated by taking three real life data sets by comparing its sub-models.
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