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313829

Modeling Competing Risks Data Using a Dagum Type in Distribution

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Last updated: 28 Dec 2024

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Abstract

An introduction to the theory of competing risks is given, then the formulation of competing risks models with the mathematical relationships between Dagum type-1 and Beta-P models are derived. The formulation of the Dagum type-I model within the context of competing risks is given. Hence Dagum type-I probability distribution is used to fit competing risks data. The fitted model is compared to the Weibull probability/ distribution. Finally the model derived is used to fit the survival times of cancer patients and the maximum likelihood method is used to estimate the parameters of the model and their covariance structure.  

DOI

10.21608/esju.2000.313829

Keywords

lifetimes' models, Income models, Burr distributions, Pareto distributions, Parametric Modeling, Cancer data

Volume

44

Article Issue

2

Related Issue

43032

Issue Date

2000-12-01

Publish Date

2000-12-01

Page Start

123

Page End

136

Print ISSN

0542-1748

Online ISSN

2786-0086

Link

https://esju.journals.ekb.eg/article_313829.html

Detail API

https://esju.journals.ekb.eg/service?article_code=313829

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Original Article

Type Code

1,914

Publication Type

Journal

Publication Title

The Egyptian Statistical Journal

Publication Link

https://esju.journals.ekb.eg/

MainTitle

Modeling Competing Risks Data Using a Dagum Type in Distribution

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Article

Created At

28 Dec 2024