May 15, 2024
Morad Alizadeh

Morad Alizadeh

Academic Rank: Assistant professor
Address:
Degree: Ph.D in Statistics
Phone: 0
Faculty: Faculty of Intelligent Systems and Data Science

Research

Title The Odd Log-Logistic Generalized Gompertz Distribution: Properties, Applications and Different Methods of Estimatio
Type Article
Keywords
Journal Communications in Mathematics and Statistics
DOI
Researchers Morad Alizadeh (First researcher) , Mahdi Rasekhi (Third researcher) ,

Abstract

We introduce a four-parameter lifetime distribution called the odd log-logistic generalized Gompertz model to generalize the exponential, generalized exponential and generalized Gompertz distributions, among others.We obtain explicit expressions for themoments, moment-generating function, asymptotic distribution, quantile function, mean deviations and distribution of order statistics. The method of maximum likelihood estimation of parameters is compared by six different methods of estimations with simulation study. The applicability of the new model is illustrated by means of a real data set.