文章基本信息

标题：Poisson Transmuted-G Family of Distributions: Its Properties and Applications
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作者：Laba Handique ; Subrata Chakraborty ; M.S. Eliwa 等
期刊名称：Pakistan Journal of Statistics and Operation Research
印刷版ISSN：2220-5810
出版年度：2021
卷号：17
期号：1
页码：309-332
DOI：10.18187/pjsor.v17i1.3647
语种：English
出版社：College of Statistical and Actuarial Sciences
摘要：In this article, an extension of the transmuted-G family is proposed, in the so-called Poison transmuted-G family of distributions. Some of its statistical properties including quantile function, moment generating function, order statistics, probability weighted moment, stress-strength reliability, residual lifetime, reversed residual lifetime, Rényi entropy and mean deviation are derived. A few important special models of the proposed family are listed. Stochastic characterizations of the proposed family based on truncated moments, hazard function and reverse hazard function, are also studied. The family parameters are estimated via the maximum likelihood approach. A simulation study is carried out to examine the bias and mean square error of the maximum likelihood estimators. The advantage of the proposed family in data fitting is illustrated by means of two applications to failure time data sets.
关键词：Transmuted-G family; hazard rate function; Maximum likelihood technique; Truncated moments; Simulation