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358165

Survival models including excess hazard model and multilevel excess hazard model with application

Article

Last updated: 28 Dec 2024

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Abstract

This paper presents a comprehensive analysis of procedures for the excess hazard model. A common issue with hazard models is estimating the overall hazard rather than the excess hazard, leading to inaccurate parameter estimates. The paper suggests applying various survival models, including the excess hazard model and the multilevel excess hazard model, to enhance the accuracy and reliability of the results. The primary objective of this study is to estimate the excess hazard for both models and conduct a comparative analysis between them. Two statistical criteria, Akaike's Information Criterion (AIC) and Bayesian Information Criterion (BIC), were utilized to evaluate model accuracy. All calculations were performed using the R software system, specifically R version 4.2.2. The multilevel excess hazard model demonstrated superior performance in terms of AIC and BIC compared to the excess hazard model.

DOI

10.21608/esju.2024.284028.1033

Keywords

Survival analysis, excess hazard model, multilevel excess hazard model, AIC, BIC

Authors

First Name

Doaa A.

Last Name

Abdo

MiddleName

-

Affiliation

Department of applied statistics, Faculty of Commerce, Mansoura University

Email

doaaashour@mans.edu.eg

City

Mansoura

Orcid

0000-0003-1223-6056

First Name

Alaa

Last Name

Abd-Elmegaly

MiddleName

Ahmed

Affiliation

Higher Institute of Advanced Management Sciences and Computers, Al-Buhayrah, Egypt

Email

bintmasr880@yahoo.com

City

cairo

Orcid

-

First Name

Mona

Last Name

Abo EL Nasr

MiddleName

-

Affiliation

Department of applied statistics and insurance, Faculty of Commerce, Mansoura University

Email

m_eldeep@mans.edu.eg

City

Mansoura

Orcid

-

Volume

68

Article Issue

1

Related Issue

46950

Issue Date

2024-06-01

Receive Date

2024-04-20

Publish Date

2024-06-03

Page Start

78

Page End

90

Print ISSN

0542-1748

Online ISSN

2786-0086

Link

https://esju.journals.ekb.eg/article_358165.html

Detail API

https://esju.journals.ekb.eg/service?article_code=358165

Order

6

Type

Original Article

Type Code

1,914

Publication Type

Journal

Publication Title

The Egyptian Statistical Journal

Publication Link

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

MainTitle

Survival models including excess hazard model and multilevel excess hazard model with application

Details

Type

Article

Created At

28 Dec 2024