Academic Journal
The Marshall–Olkin Pareto Type-I Distribution: Properties, Inference under Complete and Censored Samples with Application to Breast Cancer Data
| العنوان: | The Marshall–Olkin Pareto Type-I Distribution: Properties, Inference under Complete and Censored Samples with Application to Breast Cancer Data |
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| المؤلفون: | Aldahlan, Maha A., Rabie, Abdelhamid M., Abdelhamid, Mostafa, Ahmed, Abdul Hadi N., Afify, Ahmed Z. |
| المصدر: | Pakistan Journal of Statistics and Operation Research; Vol. 19 No. 4, 2023; 603-622 ; 2220-5810 ; 1816-2711 ; 10.18187/pjsor.v19i4 |
| بيانات النشر: | College of Statistical and Actuarial Sciences |
| سنة النشر: | 2023 |
| المجموعة: | Pakistan Journal of Statistics and Operation Research (PJSOR - University of the Punjab, Lahore) |
| مصطلحات موضوعية: | Pareto Type-I distribuition, Marshall-Olkin family, Strength-stress measure, simulation, type-II censoring |
| الوصف: | In this paper, we introduce the Marshall–Olkin Pareto type-I (MOPTI) distribution. Structural properties 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. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | https://pjsor.com/pjsor/article/view/4317/1281; https://pjsor.com/pjsor/article/view/4317 |
| DOI: | 10.18187/pjsor.v19i4.4317 |
| الاتاحة: | https://pjsor.com/pjsor/article/view/4317 https://doi.org/10.18187/pjsor.v19i4.4317 |
| Rights: | Copyright (c) 2023 Pakistan Journal of Statistics and Operation Research ; http://creativecommons.org/licenses/by/4.0 |
| رقم الانضمام: | edsbas.BF1F447B |
| قاعدة البيانات: | BASE |
| DOI: | 10.18187/pjsor.v19i4.4317 |
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