用协变量回归模型变换库马拉斯瓦米威布尔分布分析可靠性数据

Muhammad Shuaib Khan, R. King, I. Hudson
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引用次数: 1

摘要

本文利用二次秩变换映射技术对可靠性数据建模,探讨了变换库马拉斯瓦米威布尔分布的潜在用途。讨论了变形kumaraswamyweibull分布的一些结构性质。我们提出了一个基于转换log-Kumaraswamy Weibull分布的位置尺度回归模型来建模生存数据。我们讨论了用极大似然方法估计模型参数,并提供了两个应用来说明所提出的寿命分布族的潜力。
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Transmuted Kumaraswamy Weibull Distribution with Covariates Regression Modelling to Analyze Reliability Data
This paper investigates the potential usefulness of the transmuted Kumaraswamy Weibull distribution by using quadratic rank transmutationmap technique formodelling reliability data. Some structural properties of the transmutedKumaraswamyWeibull distribution are discussed. We propose a location-scale regression model based on the transmuted log-Kumaraswamy Weibull distribution for modelling survival data. We discuss estimation of the model parameters by the method of maximum likelihood and provide two applications to illustrate the potentiality of the proposed family of lifetime distributions.
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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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