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25928

The Dagum Distribution and its Application to the Income Distribution in Egypt

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Last updated: 22 Jan 2023

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Abstract

The present study introduces Dagum distribution Type I with three parameters and its properties. Maximum likelihood estimation method is used to estimate the model parameters. Income data for urban and rural sectors in Egypt for two periods of time: 2008/2009 and 2012/2013 are used. The fit of the Dagum distribution against the Burr Type XII and the lognormal with three parameters (3P) distributions is compared by using one-sample Kolmogorov-Smirnov test, and three other criteria for model selection: Akaike information, Bayesian information criteria and log likelihood index. Gini coefficient is used as a measure of income inequality, its observed value is compared with the estimated value for the three models of income.

DOI

10.21608/jsfc.2015.25928

Keywords

Income, Dagum distribution, Burr distribution, lognormal distribution, Kolmogorov-Smirnov test, Akaike information, Bayesian information, log likelihood index, Gini coefficient

Authors

First Name

Batool

Last Name

Shaaban

MiddleName

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Affiliation

Mervat Elgohary Nahed Helmy Batool Shaaban Faculty of Commerce Al – Azhar University, Girls' Branch

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Volume

14

Article Issue

2

Related Issue

4693

Issue Date

2015-07-01

Receive Date

2015-02-27

Publish Date

2015-07-01

Page Start

1

Page End

23

Print ISSN

1687-322X

Link

https://jsfc.journals.ekb.eg/article_25928.html

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https://jsfc.journals.ekb.eg/service?article_code=25928

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6

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المقالة الأصلية

Type Code

761

Publication Type

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