基于斜态-正态-t分布的Birnbaum-Saunders分布的推广

احد جمالیزاده, وحید امیرزاده, فرزانه سادات هاشمی
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引用次数: 5

摘要

本文引入了由偏正态t分布产生的一类单变量Birnbaum- Saunders分布。我们得到了该分布的矩、最大似然估计过程和标准误差的估计方法。最后,我们将这些方法应用于实际数据集,以证明其灵活性,并进行模拟研究,以证明该分布与普通Birnbaum-Saunders和偏正态Birnbaum-Saunders分布相比的实用性
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Extension of the Birnbaum-Saunders Distribution Based on Skew-Normal-t Distribution
In this paper, we introducte a family of univariate Birnbaum- Saunders distributions arising from the skew-normal-t distribution. We ob- tain several properties of this distribution such as its moments, the maxi- mum likelihood estimation procedure via an EM-algorithm and a method to evaluate standard errors using the EM-algorithm. Finally, we apply these methods to a real data set to demonstrate its flexibility and conduct a simula- tion study to demonstrate the usefulness of this distribution when compared to the ordinary Birnbaum-Saunders and skew-normal Birnbaum-Saunders
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