文章基本信息

标题：Generalized Quasi Lindley Distribution: Theoretical Properties, Estimation Methods, and Applications
本地全文：下载
作者：Amer Ibrahim Al-Omari ; SidAhmed Benchiha
期刊名称：AEDOS
印刷版ISSN：1984-5634
出版年度：2021
卷号：14
期号：1
页码：425-438
DOI：10.1285/i20705948v14n1p167
语种：English
出版社：AEDOS
摘要：In this paper, we introduce a new continuous distribution of two parameterscalled as a generalized Quasi Lindley distribution (GQLD). The GQLD is asum of two independent Quasi Lindley distributed random variables. Compre-hensive statistical properties of the GQLD are provided in closed forms includesmoments, reliability analysis, stochastic ordering, stress-strength reliability, andthe distribution of order statistics. The parameters of the new distribution areestimated by the maximum likelihood, maximum product of spacings, ordinaryleast squares, weighted least squares, Cramer-von-Mises, and Anderson-Darlingmethods are considered. A simulation study is conducted to investigate theeciency of the proposed estimators and applications to real data sets are pro-vided.
关键词：Quasi Lindley distribution;Independent random variables;Method of maximum product of spacings;Methods of least squares;Methods of minimum distances.