广义xlindley模型在可靠性数据中的应用

A. Ghouar, A. Yousfi, Z. Djeridi
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引用次数: 0

摘要

在这项研究中,我们提出了一个新的双参数模型,称为广义xlinely分布。这个新模型是指数分布和双参数林德利分布的结合。在探索了该模型的统计特征后,我们使用极大似然法和间隔最大积法对其参数进行了估计。另外计算基于正态近似的近似置信区间。我们将我们的模型应用于实际数据集以证明其有效性,并且发现我们的分布比其他当前分布的拟合效果要好得多。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
APPLICATION OF THE GENERALISED XLINDLEY MODEL FOR RELIABILITY DATA
In this study, we presented a new two-parameter model termed the Generalized XLindely distribution. This novel model is a combination of the exponential and the Two-Parameter lindley distributions. After exploring the statistical characterization of this model, we estimated its parameters using the maximum likelihood method and the Maximum Product of Spacings Method. The approximate confidence interval, based on a normal approximation is additionally calculated. We applied our model to real lifetime data sets to demonstrate its validity, and it was discovered that our distribution fits significantly better than other current distributions.
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