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 EXTENDED EXPONENTIATED NADARAJAH-HAGHIGHI MODEL: MATHEMATICAL PROPERTIES, CHARACTERIZATIONS AND APPLICATIONS
Type Article
Keywords
Journal STUDIA SCIENTIARUM MATHEMATICARUM HUNGARICA
DOI
Researchers Morad Alizadeh (First researcher) , Haitham Yousof (Third researcher) , G.G Hamedani (Fifth researcher)

Abstract

In this article, a new four-parameter model is introduced which can be used in mod- eling survival data and fatigue life studies. Its failure rate function can be increasing, decreasing, upside down and bathtub-shaped depending on its parameters. We derive explicit expressions for some of its statistical and mathematical quantities. Some useful characterizations are presented. Maximum likelihood method is used to estimate the model parameters. The censored maximum likelihood estimation is presented in the general case of the multi-censored data. We demonstrate empirically the importance and flexibility of the new model in modeling a real data set.