A New Lifetime Model with Regression Models, Characterizations and Applications

Authors

Haitham M. Yousof, Benha University
Emrah Altun, Bartin University
Mahdi Rasekhi, Malayer UniversityFollow
Morad Alizadeh, Persian Gulf University-BushehrFollow
Gholamhossein Hamedani, Marquette UniversityFollow
M. Masoom Ali, Ball State University

Document Type

Article

Publication Date

2019

Publisher

Taylor & Francis

Source Publication

Communications in Statistics - Simulation and Computation

Source ISSN

0361-0918

Abstract

In this article, we introduce a new extension of Burr XII distribution called Topp Leone Generated Burr XII distribution. We derive some of its properties. Useful characterizations are presented. Simulation study is performed to assess the performance of the maximum likelihood estimators. Censored maximum likelihood estimation is presented in the general case of multi-censored data. The new location-scale regression model based on the proposed distribution is introduced. The usefulness of the proposed models is illustrated empirically by means of three real datasets.

Comments

Communications in Statistics - Simulation and Computation, Vol. 48, No. 1 (2019): 264-286. DOI.

Recommended Citation

Yousof, Haitham M.; Altun, Emrah; Rasekhi, Mahdi; Alizadeh, Morad; Hamedani, Gholamhossein; and Ali, M. Masoom, "A New Lifetime Model with Regression Models, Characterizations and Applications" (2019). Mathematical and Statistical Science Faculty Research and Publications. 93.
https://epublications.marquette.edu/math_fac/93