Maximum Product Spacings for the Kumaraswamy Distributions Based on Progressive Type-II Censoring Schemes | ||||
| مجلة البحوث التجارية | ||||
| Article 31, Volume 45, Issue 4, October 2023, Page 89-110 PDF (773.54 K) | ||||
| Document Type: تجاریة کل ما یتعلق بالعلوم التجاریة | ||||
| DOI: 10.21608/zcom.2023.208023.1243 | ||||
 View on SCiNiTO | ||||
| Authors | ||||
Amira ibrahim El Sayed  1; usama eraky2; Ahmed El Saeed Abdel Hameed3
| ||||
| 1قسم الحصاء، كلية التجارة، جامعة الزقازيق | ||||
| 2قسم الإحصاء والرياضة والتأمين، کلية التجارة، جامعة الزقازيق، مصر | ||||
| 3قسم العلوم الأساسية، معهد العبور العالي للإدارة والمعلوماتية، العبور، القاهرة | ||||
| Abstract | ||||
| The Type-II progressive censoring schemes of maximum product spacing will be discussed. In this paper, we have studied the problem of point estimation of the two parameters for the Kumaraswamy distribution based on progressive Type-II censoring. The maximum product spacing is used to estimate the model's parameters. To evaluate the performance of the point estimator, the simulation study is carried out. To illustrate the usefulness of the study in practice, a real data is used to study the performance of the estimation process under this progressive Type-II censoring scheme. In this paper, we have considered the problem of estimation of the unknown parameters for Kumaraswamy distribution under progressive Type-II censoring. We derived maximum product spacings estimates for the unknown parameters of a Kumaraswamy distribution. To illustrate the usefulness of the study in practice, a real data is used to study the performance of the estimation process under this progressive Type-II censoring scheme. In this paper, although we have mainly considered Type-II progressive censoring cases, the same method can be extended to other censoring schemes also. | ||||
| Keywords | ||||
| Kumaraswamy distribution; progressive Type-II censoring; Maximum product spacings estimation | ||||
|
Statistics Article View: 108 PDF Download: 110 |
||||
