截尾数据下II型截断Fr' cheet逆指数分布的估计

Maha A. Aldahlan
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摘要

本文提出了一种新的概率分布,称为II型截断法氏反指数分布。研究了该模型的矩、不完全矩和分位数函数等基本统计性质。采用基于完整样本和截尾样本的极大似然方法来估计新模型的参数。研究了模型参数的渐近置信区间。我们对数值结果进行评估以研究理论结果。通过一个实际数据集,证明了II型截断fr反指数模型相对于一些已知分布的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimation of type II truncated Fr'echet inverse exponential distribution under censored data
This paper proposes a new probability distribution called as type II truncated Fréchet inverse exponential distribution. Fundamental statistical properties like moments, incomplete moments, and quantile function of the proposed model are studied. The estimation of the parameter of the new model is approached by maximum likelihood method based on complete and censored samples. Asymptotic confidence interval of model parameters is investigated. We assess the numerical results to study the theoretical results. Superiority of the type II truncated Fréchet inverse exponential model over some known distributions is showed through one real data set.
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