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A new lifetime model with regression models,characterizations and applications |
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| Authors: | Haitham M Yousof Mahdi Rasekhi Morad Alizadeh G G Hamedani M Masoom Ali |
| Institution: | 1. Department of Statistics, Mathematics and Insurance, Benha University, Egypt;2. Department of Statistics, Malayer University, Malayer, Iran;3. Department of Statistics, Persian Gulf University, Bushehr, Iran;4. Department of Mathematics, Statistics and Computer Science, Marquette University, Milwaukee, WI, USA;5. Department of Mathematical Sciences, Ball State University, Muncie, IN, USA |
| 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. |
| Keywords: | Burr XII distribution Characterizations Survival data analysis Simulation study |