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352552

Statistical Properties of a Generalization Erlang Truncated Exponential Distribution with Applications and Its Bivariate Extension

Article

Last updated: 29 Dec 2024

Subjects

-

Tags

Mathematical Statistics

Abstract

Using power exponentiated family, this paper introduces the New Power Exponentiated Erlang-Truncated Exponential distribution as a new generalization of the Erlang-Truncated Exponential distribution. The suggested distribution has constant and increasing shapes for hazard rate function. Numerous structural characteristics are derived, including quantile function, moments, moment generating function, behavior of hazard, reversed hazard and cumulative hazard functions, entropy measures, stochastic ordering, and order statistics. The model parameters are estimated by maximum likelihood, Cramer von Mises, and Percentiles estimation methods. A numerical study is performed using simulated data to examine performance of the different estimators with varying sample size.  The flexibility and potentiality of proposed model and some existing models are examined using two actual data sets and some criteria for model selection and goodness of fit test statistics. Finally, a bivariate extension of  the suggested distribution  called  the bivariate new power exponentiated erlang-truncated exponential distribution  was  introduced. The recommended  bivariate  distribution  is  of  type  Farlie--Gumbel--Morgenstern  copula.  The proposed distribution  has joint probability density function, the joint cumulative function, and joint survival function. In addition, Some statistical properties of the distribution are also obtained.

DOI

10.21608/cjmss.2024.277233.1045

Keywords

Power exponentiated family, FGM coupla, Moments, Maximum Likelihood Method, joint probability density function

Authors

First Name

Yassmen Y.

Last Name

Abdelall

MiddleName

-

Affiliation

Department of Mathematical Statistics, Faculty of Graduate Studies for Statistical Research, Cairo University, Egypt

Email

yassmenamalek@gmail.com

City

-

Orcid

0000-0001-6762-7375

Volume

3

Article Issue

2

Related Issue

47327

Issue Date

2024-11-01

Receive Date

2024-03-16

Publish Date

2024-11-01

Page Start

258

Page End

279

Print ISSN

2974-3435

Online ISSN

2974-3443

Link

https://cjmss.journals.ekb.eg/article_352552.html

Detail API

https://cjmss.journals.ekb.eg/service?article_code=352552

Order

352,552

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 of a Generalization Erlang Truncated Exponential Distribution with Applications and Its Bivariate Extension

Details

Type

Article

Created At

29 Dec 2024