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Bayesian and Frequentist Approaches for a Tractable Parametric General Class of Hazard-Based Regression Models: An Application to Oncology Data

In this study, we consider a general, flexible, parametric hazard-based regression model for censored lifetime data with covariates and term it the “general hazard (GH)” regression model. Some well-known models, such as the accelerated failure time (AFT), and the proportional hazard (PH) models, as...

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Principais autores: Abdisalam Hassan Muse, Samuel Mwalili, Oscar Ngesa, Christophe Chesneau, Afrah Al-Bossly, Mahmoud El-Morshedy
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2022-10-01
Series:Mathematics
Assuntos:
survival analysis
proportional hazard model
oncology data
accelerated hazard model
generalized log-logistic distribution
Bayesian approach
Acceso en liña:https://www.mdpi.com/2227-7390/10/20/3813
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