A comparison of time to event analysis methods, using weight status and breast cancer as a case study

Abstract Survival analysis with cohort study data has been traditionally performed using Cox proportional hazards models. Random survival forests (RSFs), a machine learning method, now present an alternative method. Using the UK Women’s Cohort Study (n = 34,493) we evaluate two methods: a Cox model...

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Bibliographic Details
Main Authors: Georgios Aivaliotis, Jan Palczewski, Rebecca Atkinson, Janet E. Cade, Michelle A. Morris
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/bdff11217d9a40ce95f2803a85af8a03
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