用奇数广义指数逆Lomax分布建模寿命数据

O. Maxwell, C. NwokikeChukwudike, C. OfforhaBright, I. OlayemiJoshua, E. J. Thomas
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引用次数: 8

摘要

Lomax分布也称为“Pareto II型”,是第二类广义beta分布的一种特例[1],在精算、经济学、生物科学、工程、寿命和可靠性建模等许多应用领域中都可以看到它的身影[2]。这种重型分布被认为是工程和生存分析中生存问题和寿命测试的替代分布[3]。逆Lomax分布是逆分布族中的一员,在分析已实现非单调故障率的情况时被发现是非常灵活的[4]。倒Lomax分布的概率密度函数和累积密度函数如[5]所示:
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Modeling lifetime data with the odd generalized exponentiated inverse Lomax distribution
The Lomax distribution also called “Pareto type II” is a special case of the generalized beta distribution of the second kind [1], and can be seen in many application areas, such as actuarial science, economics, biological sciences, engineering, lifetime and reliability modeling and so on [2]. This heavy-duty distribution is considered useful as an alternative distribution to survival problems and lifetesting in engineering and survival analysis [3]. Inverse Lomax distribution is a member of the inverted family of distributions and discovered to be very flexible in analyzing situations with a realized non-monotonic failure rate [4]. The probability density function and cumulative density function of the Inverted Lomax distribution are given by [5]:
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