| You are in:Home/Publications/The Marshall–Olkin Pareto type-I distribution: properties, inference under complete and censored samples with application to breast cancer data. | |
Dr. Ahmed Z. Afify :: Publications: |
|
| Title: | The Marshall–Olkin Pareto type-I distribution: properties, inference under complete and censored samples with application to breast cancer data. |
| Authors: | Aldahlan, M. A., Rabie, A. M., Abdelhamid, M., Ahmed, A. H. N. and Afify, A. Z. |
| Year: | 2023 |
| Keywords: | Not Available |
| Journal: | Pakistan Journal of Statistics and Operation Research |
| Volume: | 19 |
| Issue: | Not Available |
| Pages: | 603-622. |
| Publisher: | Not Available |
| Local/International: | International |
| Paper Link: | |
| Full paper | Not Available |
| Supplementary materials | Not Available |
| Abstract: |
In this paper, we introduce the Marshall-Olkin Pareto type-I (MOPTI) distribution. Statistical attributes of the MOPTI distribution including the quantile function, mean residual life, and a new theorem for strength-stress measure are introduced. Five methods of estimation for the MOPTI parameters based on complete samples are presented. Furthermore, we explore the estimation of the MOPTI parameters under type-I and type-II censoring. Two Monte Carlo simulation studies are conducted to evaluate the performance of the estimation methods under complete and censored samples. A real-life data set is used to validate the proposed methods. |
