三参数广义Lindley分布的性质及应用

IF 1.6 Q1 STATISTICS & PROBABILITY
N. Ekhosuehi, F. Opone
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引用次数: 6

摘要

本文引入了一类新的寿命分布,并考虑了三参数广义林德利分布(TPGLD)子模型的数学性质。这类新分布推广了林德利分布族中的一些分布,如幂林德利分布、Sushila分布、林德利-帕累托分布、林德利-半logistic分布和经典林德利分布。通过对两个实际寿命数据集的应用,揭示了TPGLD在对所研究的寿命数据集建模方面优于幂次林德利分布、幂次林德利几何分布、幂次林德利分布、林德利指数分布和经典单参数林德利分布。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Three Parameter Generalized Lindley Distribution: Properties and Application
In this paper, we introduced a new class of lifetime distribution and considered the mathematical properties of one of the sub models called a three parameter generalized Lindley distribution (TPGLD). The new class of distributions generalizes some of the Lindley family of distribution such as the power Lindley distribution, the Sushila distribution, the Lindley-Pareto distribution, the Lindley-half logistic distribution and the classical Lindley distribution. An application of the TPGLD to two real lifetime data sets reveals its superiority over the exponentiated power Lindley distribution, the exponentiated Lindley geometric distribution, the power Lindley distribution, the Lindley-exponential distribution and the classical one parameter Lindley distribution in modeling the lifetime data sets under study.
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来源期刊
Statistica
Statistica STATISTICS & PROBABILITY-
CiteScore
1.70
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0.00%
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10 weeks
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