The Topp-Leone Generated Weibull Distribution: Regression Model, Characterizations and Applications

Gokarna Aryal; Edwin Ortega; G. Hamedani; Haitham Yousof

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The Topp-Leone Generated Weibull Distribution: Regression Model, Characterizations and Applications

机译：TopP-Leone生成了Weibull分布：回归模型，特征和应用程序

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This paper introduces a new four-parameter lifetime model called the Topp Leone Generated Weibull (TLGW) distribution. This distribution is a generalization of the two parameter Weibull distribution using the genesis of Topp-Leone distribution.? We derive many of its structural properties including ordinary and incomplete moments, quantile and generating functions and order statistics. Parameter estimation using maximum likelihood method and simulation results to assess effectiveness of the distribution are discussed. Also, for the first time, we introduce a regression model based on the new distribution. We prove empirically the importance and flexibility of the new model in modeling various types of real data sets.

机译：本文介绍了一个名为TopP Leone生成的Weibull（TLGW）分布的新的四参数寿命模型。这种分布是使用TopP-Leone分布的成因的两个参数Weibull分布的概括。？我们派生了许多结构性属性，包括普通和不完整的时刻，定量和生成功能和订单统计。讨论了使用最大似然法和模拟结果评估分布效果的参数估计。此外，我们第一次基于新分布引入回归模型。我们证明了新模型在建模各种类型的真实数据集中的重要性和灵活性。

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《International Journal of Statistics and Probability》 |2017年第1期|共16页
作者
Gokarna Aryal; Edwin Ortega; G. Hamedani; Haitham Yousof;
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中图分类概率论与数理统计;
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The Topp-Leone Generated Weibull Distribution: Regression Model, Characterizations and Applications

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