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303347

Maximum Product Spacings for the Kumaraswamy Distributions Based on Progressive Type-II Censoring Schemes

Article

Last updated: 04 Jan 2025

Subjects

-

Tags

الاحصاء والرياضة والتأمين

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.

DOI

10.21608/zcom.2023.208023.1243

Keywords

Kumaraswamy distribution, progressive type-II censoring, Maximum product spacings estimation

Authors

First Name

Amira ibrahim

Last Name

El Sayed

MiddleName

-

Affiliation

قسم الحصاء، كلية التجارة، جامعة الزقازيق

Email

amirae@oi.edu.eg

City

-

Orcid

-

First Name

usama

Last Name

eraky

MiddleName

-

Affiliation

قسم الإحصاء والرياضة والتأمين، کلية التجارة، جامعة الزقازيق، مصر

Email

usama_eraky84@yahoo.com

City

الزقازيق

Orcid

-

First Name

Ahmed El Saeed

Last Name

Abdel Hameed

MiddleName

-

Affiliation

قسم العلوم الأساسية، معهد العبور العالي للإدارة والمعلوماتية، العبور، القاهرة

Email

ahmedramces@oi.edu.eg

City

-

Orcid

-

Volume

45

Article Issue

4

Related Issue

44065

Issue Date

2023-10-01

Receive Date

2023-04-30

Publish Date

2023-10-01

Page Start

89

Page End

110

Print ISSN

1110-7731

Online ISSN

2735-4512

Link

https://zcom.journals.ekb.eg/article_303347.html

Detail API

https://zcom.journals.ekb.eg/service?article_code=303347

Order

31

Type

تجاریة کل ما یتعلق بالعلوم التجاریة

Type Code

1,572

Publication Type

Journal

Publication Title

مجلة البحوث التجارية

Publication Link

https://zcom.journals.ekb.eg/

MainTitle

Maximum Product Spacings for the Kumaraswamy Distributions Based on Progressive Type-II Censoring Schemes

Details

Type

Article

Created At

27 Dec 2024