文章基本信息

标题：Type II Exponentiated Half-Logistic-Topp-Leone-G Power Series Class of Distributions with Applications
本地全文：下载
作者：Thatayaone Moakofi ; Broderick Oluyede ; Fastel Chipepa 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：885-909
DOI：10.18187/pjsor.v17i4.3775
语种：English
出版社：College of Statistical and Actuarial Sciences
摘要：This paper aims to develop a new class of distributions, namely, type II exponentiated half-logistic Topp-Leone power series (TIIEHL-TL-GPS) class of distributions. Some important properties including moments, quantiles, moment generating function, entropy and maximum likelihood estimates are derived. A simulation is conducted study to evaluate the consistency of the maximum likelihood estimates. We also present three real data examples to illustrate the usefulness of the new class of distributions. Results shows that the proposed model performs better than nested and several non-nested models on selected data sets.
关键词：Topp-Leone; Power series; Logarithmic Distribution; Maximum Likelihood Estimation