The Odd Log-Logistic Transmuted-G Family of Distributions: Properties, Characterization, Applications and Different Methods of Estimation

Statistics, Optimization and Information Computing

article

Morad Alizadeh¹  MahdiRasekhi²  Haitham M. Yousof³  G.G.Hamedani⁴  AlirezaAtaei⁵ 

[1] Faculty of intelligent systems engineering and data science, Persian Gulf University;Department of Statistics, Malayer University;Department of Statistics, Mathematics and Insurance, Benha University;Department of Mathematics, Statistics and Computer Science Marquette University;Department of Mathematics, Faculty of intelligent systems engineering and data science, Persian Gulf University

关键词: Odd log-logistic-G family;    Transmuted-G family;    Estimation;    Characterizations;   

DOI  :  10.19139/soic-2310-5070-1182

来源: Istituto Superiore di Sanita

【 摘 要 】

In this work, we propose a new class of lifetime distributions called the odd log-logistic transmuted-G family. The proposed family of distributions is constructed by compounding the odd log-logistic distribution with the transmuted distribution. It can provide better fits than some of the known lifetime models and this fact represents a good characterization of this new family. Some characterizations for the new family are presented as well as some of its mathematical properties including. The maximum likelihood, Least squares and weighted least squares, Cram\'{e}r--von--Mises, Anderson-Darling and right-tailed Anderson-Darlingare and maximum product of spacings methods are used for estimating the model parameters. The importance and flexibility of the new family are illustrated by means of an application to a real data set.

【 授权许可】

Unknown