基于i型截尾数据的寿命回归分析下记录型fracei分布

IF 1 Q3 Mathematics
Caner Tanış, Buğra Saraçoğlu, Coşkun Kuş, A. Pekgor, K. Karakaya
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引用次数: 11

摘要

本文介绍了一种新的混合前两个低记录值的寿命分布,并考察了各种分布性质。用五种估计量讨论了分布参数的统计推断。通过monte Carlo模拟研究,对不同样本量下这些估计器的风险行为进行了评价。基于实际数据进行了分布建模分析,验证了所提模型的拟合能力。此外,通过对日志生命周期的重新参数化来描述生命周期回归模型。本文提出的回归模型的优越性在已有的模型中得到了体现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Transmuted Lower Record Type Fréchet Distribution with Lifetime Regression Analysis Based on Type I-Censored Data
This paper introduces a new lifetime distribution bymixing the first two lower record values and various distributional properties are examined. Statistical inference on distribution parameters are discussedwith five estimators. AMonte Carlo simulation study is carried out to evaluate the risk behavior of these estimators for different sample of sizes. The distribution modeling analysis is provided based on real data to demonstrate the fitting ability of the proposed model. In addition, a lifetime regression model is described by re-parameterization on the log lifetimes. The superiority of proposed regression model is revealed in well-known models.
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来源期刊
CiteScore
2.30
自引率
0.00%
发文量
13
审稿时长
13 weeks
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