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301515

Discrete of a Novel Alpha Power Transformed Exponential Distribution: Estimation and COVID- 19 Application

Article

Last updated: 25 Dec 2024

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Tags

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Abstract

A new distribution with two parameters named a discrete of the novel alpha power transformed exponential (DNAPTE) distribution is introduced using the survival of discretizing approach. Some of the statistical properties are obtained for the new distribution such as survival, hazard rate, alternative hazard rate functions, moments, and order statistics. Maximum likelihood method is applied under Type II censored samples for estimating the unknown parameters, survival and hazard rate function of the proposed model. A simulation study is carried out to illustrate the theoretical results of the maximum likelihood estimation. Finally, the DNAPTE distribution is adopted for fitting the number of COVID-19 deaths in China and Europe countries. 

DOI

10.21608/caf.2023.301515

Keywords

Discrete novel alpha power transformed exponential distribution, Order Statistics, Type II censored samples, Maximum Likelihood Method, A simulation study, COVID-19 data

Authors

First Name

Hala

Last Name

Fawzy

MiddleName

-

Affiliation

جامعة الازهر كلية البنات

Email

dr_hala2011@yahoo.com

City

-

Orcid

0000-0003-1661-0844

Volume

43

Article Issue

2

Related Issue

42124

Issue Date

2023-06-01

Receive Date

2022-12-01

Publish Date

2023-06-01

Page Start

199

Page End

222

Print ISSN

1110-4716

Online ISSN

2682-4825

Link

https://caf.journals.ekb.eg/article_301515.html

Detail API

https://caf.journals.ekb.eg/service?article_code=301515

Order

17

Publication Type

Journal

Publication Title

التجارة والتمويل

Publication Link

https://caf.journals.ekb.eg/

MainTitle

Discrete of a Novel Alpha Power Transformed Exponential Distribution: Estimation and COVID- 19 Application

Details

Type

Article

Created At

25 Dec 2024