Accelerated failure model with empirical analysis and application to colon cancer data: Testing and validation

Accelerated failure model with empirical analysis and application to colon cancer data: Testing and validation

This paper introduces and examines a novel accelerated failure time (AFT) model, a versatile multi-parameter regression model suitable for representing diverse time-to-event datasets. Serving as an alternative to the Cox model and other established AFT models, the proposed model’s parameters are est...

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Bibliographic Details
Main Authors: John Abonongo, Anuwoje Ida L. Abonongo, Abdussalam Aljadani, Mahmoud M. Mansour, Haitham M. Yousof
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Alexandria Engineering Journal
Subjects:
Hazard-based regression model
Accelerated failure time
Time-to-event
Cox-PH
Schoenfeld residual test
Maximum likelihood
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016824014169
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