A New Type II Half Logistic-G family of Distributions with Properties, Regression Models, System Reliability and Applications, By Morad Alizadeh

Research

Title	A New Type II Half Logistic-G family of Distributions with Properties, Regression Models, System Reliability and Applications
Type	Article
Keywords	Half logistic-G family; Incomplete moment; Regression; Survival; Reliability; Sim- ulation; Estimation
Journal	APPLICATIONS AND APPLIED MATHEMATICS-AN INTERNATIONAL JOURNAL
DOI	—
Researchers	Emrah Altun (First researcher) , Morad Alizadeh (Second researcher) , Haitham Yousof (Third researcher) , Mahdi Rasekhi (Fourth researcher) , G.G Hamedani (Fifth researcher)

Abstract

his study proposes a new family of distributions based on the half logistic distribution. With the new family, the baseline distributions gain flexibility through additional shape parameters. The important statistical properties of the proposed family are derived. A new generalization of the Weibull distribution is used to introduce a location-scale regression model for the censored response variable. The utility of the introduced models is demonstrated in survival analysis and estimationofthesystemreliability.Threedatasetsareanalyzed.Accordingtotheempiricalresults, it is observed that the proposed family gives better results than other existing models.