A new lifetime model with regression models, characterizations and applications


Yousof H. M. , ALTUN E. , Rasekhi M., Alizadeh M., Hamedani G. G. , Ali M. M.

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, vol.48, no.1, pp.264-286, 2019 (Journal Indexed in SCI) identifier identifier

  • Publication Type: Article / Article
  • Volume: 48 Issue: 1
  • Publication Date: 2019
  • Doi Number: 10.1080/03610918.2017.1377241
  • Title of Journal : COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
  • Page Numbers: pp.264-286

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.