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A Three-Parameter Lindley Distribution

机译:三参数Lindley分布

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A three-parameter Lindley distribution, which includes some two-parameter Lindley distributions introduced by Shanker and Mishra (2013 a, 2013 b), Shanker et al (2013), Shanker and Amanuel (2013), two-parameter gamma distribution, and one parameter exponential and Lindley distributions as special cases, has been proposed for modeling lifetime data. Its statistical properties including its shape, moments, skewness, kurtosis, hazard rate function, mean residual life function, stochastic ordering, mean deviations, order statistics, Renyi entropy measure, Bonferroni and Lorenz curves, stress-strength reliability have been discussed. For estimating its parameters, maximum likelihood estimation has been discussed. Finally, a numerical example has been presented to test the goodness of fit of the proposed distribution and the fit has been compared with the three-parameter generalized Lindley distribution.
机译:三参数Lindley分布,其中包括Shanker和Mishra(2013 a,2013 b),Shanker等人(2013),Shanker和Amanuel(2013)引入的一些两参数Lindley分布,两参数伽马分布和一个提出了将参数指数和Lindley分布作为特殊情况用于建模寿命数据的建议。讨论了其统计特性,包括形状,力矩,偏度,峰度,危险率函数,平均剩余寿命函数,随机排序,平均偏差,阶次统计量,Renyi熵测度,Bonferroni和Lorenz曲线,应力强度可靠性。为了估计其参数,已经讨论了最大似然估计。最后,给出了一个数值示例来检验拟议分布的拟合优度,并将拟合与三参数广义Lindley分布进行了比较。

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