广义伽玛分布的推广

S. Rama, Shukla Kamlesh Kumar
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引用次数: 6

摘要

本文提出并研究了广义伽玛分布(GGGD)的一种推广方法,其中包括三参数广义伽玛分布、双参数威布尔分布和伽玛分布,以及作为特例的指数分布。讨论了风险率函数和分布的随机排序。讨论了参数估计的极大似然估计。在两个实际数据集上讨论了所提出的分布的应用,并且在广义伽玛分布、伽玛分布、威布尔分布和指数分布上的拟合优度显示出相当满意的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Generalization of Generalized Gamma Distribution
In this paper, a generalization of generalized gamma distribution(GGGD) ,which includes the three-parameter generalized gamma distribution, two-parameter Weibull and gamma distributions, and exponential distribution as special cases, has been suggested and studied. The hazard rate function and the stochastic ordering of the distribution have been discussed. Maximum likelihood estimation has been discussed for estimation of parameters. Applications of the proposed distribution have been discussed with two real lifetime datasets and the goodness of fit shows quite satisfactory over generalized gamma, gamma, Weibull, and exponential distributions.
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