文章基本信息

标题：The Topp-Leone Marshall-Olkin-G Family of Distributions With Applications
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作者：Fastel Chipepa ; Broderick Oluyede ; Boikanyo Makubate 等
期刊名称：International Journal of Statistics and Probability
印刷版ISSN：1927-7032
电子版ISSN：1927-7040
出版年度：2020
卷号：9
期号：4
页码：15-32
DOI：10.5539/ijsp.v9n4p15
出版社：Canadian Center of Science and Education
摘要：A new generalized distribution is developed, namely, Topp-Leone Marshall-Olkin-G distribution. The new distribution is a linear combination of the exponentiated-G family of distributions. We considered three sub-families of the new proposed family of distribution. The distribution can handle heavy-tailed data and various forms of the hazard rate functions. A simulation study was conducted to evaluate consistency of the model parameters. Three applications are provided to demonstrate the usefulness of the new model in comparison with competing non-nested models.
关键词：Topp-Leone distribution;Marshall-Olkin-G;maximum likelihood estimation