修正广义逆指数分布

A. Abouammoh, A. M. Alshangiti
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引用次数: 0

摘要

本文介绍了一种新的概率模型,即修正广义逆指数分布。这个新的概率模型是对众所周知的逆指数分布的一种特殊情况的推广。推导了改进版本的统计特性和可靠性。概率密度函数、可靠性函数和故障率函数的形状用图形表示。对截尾分布进行了详细研究。在此基础上,通过数值模拟讨论了最大似然估计方法。最后,利用一个实际数据集,给出了模型拟合优于广义逆指数分布的渐近置信区间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Modified Generalized Inverted Exponential Distribution
This paper introduces a new probability model that is the modified generalized inverted exponential distribution. This new probability model is a generalization of the well-known inverted exponential distribution as a special case. Statistical and reliability properties of the modified version are derived. Shapes for the probability density function, reliability function and failure rate function are shown with graphical illustration. The truncated distribution is studied in details. Further, estimation by the method of maximum likelihood is discussed through numerical simulation. Finally, a real data set is used where the proposed model fits better than the generalized inverted exponential distribution and the asymptotic confidence interval is given.
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