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25690

COMPARATIVE ESTIMATION METHODS FOR EXPONENTIATED WEIBULL DISTRIBUTION

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Last updated: 22 Jan 2023

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Abstract

The exponentiated Weibull (EW) distribution was introduced by Mudholkar and Srivastava(1993). This distribution is involving additional parameter to the Weibull distribution.  In this paper, we mainly estimate the three parameters of the exponentiated Weibull distribution using different methods of estimation such as: maximum likelihood method, method of moments, percentile estimation and least squares method. A comparison is performed based on variances, relative absolute biases, relative absolute estimate of risks and total deviation. The moment estimators are found to be appropriate than other methods. In addition, the sampling distributions of the moment estimators are obtained. A simulation study and concluding remarks are introduced.

DOI

10.21608/jsfc.2010.25690

Keywords

Exponentiated Weibull distribution, Maximum likelihood estimators, Moment estimators, Percentile estimators, Least squares estimators, Total deviation, Sampling distribution

Authors

First Name

Salwa

Last Name

Abd El-Aty

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Affiliation

Salwa Abd El-Aty Jumana Ahmed Department of Statistics, Faculty of Commerce, Al-Azhar University (Girls' Branch) Department of Statistics, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia

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Volume

7

Article Issue

2

Related Issue

4654

Issue Date

2010-07-01

Receive Date

2010-01-31

Publish Date

2010-07-01

Page Start

1

Page End

27

Print ISSN

1687-322X

Link

https://jsfc.journals.ekb.eg/article_25690.html

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https://jsfc.journals.ekb.eg/service?article_code=25690

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15

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المقالة الأصلية

Type Code

761

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Journal

Publication Title

المجلة العلمية لقطاع کليات التجارة

Publication Link

https://jsfc.journals.ekb.eg/

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Article

Created At

22 Jan 2023