文章基本信息

标题：The The Topp Leone-G Power Series Class of Distributions with Applications
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作者：Fastel Chipepa ; Boikanyo Makubate ; Broderick Oluyede 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：4
页码：827-846
DOI：10.18187/pjsor.v17i4.3636
语种：English
出版社：College of Statistical and Actuarial Sciences
摘要：We present a new class of distributions called the Topp-Leone-G Power Series (TL-GPS) class of distributions. This model is obtained by compounding the Topp-Leone-G distribution with the power series distribution. Statistical prop- erties of the TL-GPS class of distributions are obtained. Maximum likelihood estimates for the proposed model were obtained. A simulation study is carried out for the special case of Topp-Leone Log-Logistic Poisson distribution to assess the performance of the maximum likelihood estimates. Finally, we apply Topp-Leone-log-logistic Poisson distribution to real data sets to illustrate the usefulness and applicability of the proposed class of distributions.
关键词：Topp-Leone-G; Power Series Distribution; Maximum Likelihood Estimation