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A Three-Parameter Gompertz-Lindley Distribution: Its Properties and Applications

机译:三参数Gompertz-Lindley分布:其性质和应用

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This research proposed a three-parameter probability distribution called Gompertz-Lindley distribution using Gompertz generalized (Gompertz-G) family of distributions. The mathematical properties of the distribution such as moment, moment generating function, survival function and hazard function were derived. The parameters of the distribution were estimated using the method of maximum likelihood and the distribution was applied to model the strength of glass fibres. Gompertz-Lindley distribution performed best (AIC = 62.8537) when compared with other generalizations of the Lindley distribution.
机译:这项研究提出了一种使用Gompertz广义(Gompertz-G)分布族的三参数概率分布,称为Gompertz-Lindley分布。推导了分布的数学性质,例如力矩,力矩产生函数,生存函数和危险函数。使用最大似然法估计分布的参数,并将该分布用于模拟玻璃纤维的强度。与Lindley分布的其他概括相比,Gompertz-Lindley分布表现最佳(AIC = 62.8537)。

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