November 16, 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 half-normal lifetime distribution: properties and applications
Type Article
Keywords
Journal COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
DOI
Researchers Morad Alizadeh (Second researcher) , Edwin Ortega (Fourth researcher)

Abstract

Cooray and Ananda (2008) pioneered a lifetime model commonly used in reliability studies. Based on this distribution, we propose a new model called the odd-log-logistic generalized half-normal distribution for describing fatigue lifetime data. Various of its structural properties are derived. We discuss the method of maximum likelihood to fit the model parameters. For different parameter settings and sample sizes, some simulation studies compare the performance of the new lifetime model. It can be very useful and its superiority is illustrated by means of a real data set.