Beta
401330

Statistical Properties and Applications of a New Truncated Zubair- Generalized Family of Distributions

Article

Last updated: 05 Jan 2025

Subjects

-

Tags

Mathematical Statistics

Abstract

This paper proposed a truncated family of probability distributions named the doubly truncated Zubair-generalized family of truncated distributions. Certain properties of doubly truncated Zubair-Generalized family of truncated distributions are worked on. These properties are the quantile, median, the non-central moments, central moments, order statistics, entropy measures such as R$\acute{e}$nyi, Shannon, Tsallis entropies, also the mean residual life, mean past lifetime and mean time to failure. The doubly truncated Zubair-Weibull distribution is a special sub-model of the doubly truncated Zubair-generalized family. Some important statistical properties of the doubly truncated Zubair-Weibull distribution are studied, such as the reliability, hazard, reversed hazard and cumulative hazard rate functions. In addition, the moments, quantile, order statistics, entropies and some important special sub-models of the doubly truncated Zubair-Weibull distribution are given. The maximum likelihood estimation approach is applied to estimate the unknown parameters, reliability and hazard rate functions. A simulation study is conducted to evaluate the performance of the maximum likelihood estimates. Two life-time real data sets are applied to show the flexibility and applicability of the proposed model.

DOI

10.21608/cjmss.2024.322714.1073

Keywords

Truncated Distributions, Order Statistics, Maximum Likelihood Method, Markov Chain Monte Carlo method, Weibull distribution

Authors

First Name

Doaa

Last Name

Soliman

MiddleName

-

Affiliation

Department of Statistics, Faculty of Commerce, AL-Azhar University (Girls’ Branch), Tafahna Al-Ashraf, Egypt

Email

doahegab@gmail.com

City

-

Orcid

-

First Name

Mai

Last Name

Hegazy

MiddleName

A.

Affiliation

Department of Statistics, Faculty of Commerce, AL-Azhar University (Girls’ Branch), Tafahna Al-Ashraf, Egypt

Email

albraa.mohammad@yahoo.com

City

-

Orcid

0000-0002-5017-2332

First Name

Gannat

Last Name

AL-Dayian

MiddleName

R.

Affiliation

Department of Statistics, Faculty of Commerce, AL-Azhar University (Girls’ Branch), Cairo, Egypt

Email

aldayian@yahoo.com

City

-

Orcid

0000-0001-5662-5868

First Name

Abeer

Last Name

EL-Helbawy

MiddleName

A.

Affiliation

Department of Statistics, Faculty of Commerce, AL-Azhar University (Girls’ Branch), Cairo, Egypt

Email

aah_elhelbawy@hotmail.com

City

-

Orcid

0000-0003-3247-2013

Volume

4

Article Issue

1

Related Issue

50936

Issue Date

2025-04-01

Receive Date

2024-09-21

Publish Date

2025-04-01

Page Start

222

Page End

257

Print ISSN

2974-3435

Online ISSN

2974-3443

Link

https://cjmss.journals.ekb.eg/article_401330.html

Detail API

https://cjmss.journals.ekb.eg/service?article_code=401330

Order

401,330

Type

Original Article

Type Code

2,545

Publication Type

Journal

Publication Title

Computational Journal of Mathematical and Statistical Sciences

Publication Link

https://cjmss.journals.ekb.eg/

MainTitle

Statistical Properties and Applications of a New Truncated Zubair- Generalized Family of Distributions

Details

Type

Article

Created At

31 Dec 2024