Predicting the time to get back to work using statistical models and machine learning approaches

Abstract Background Whether machine learning approaches are superior to classical statistical models for survival analyses, especially in the case of lack of proportionality, is unknown. Objectives To compare model performance and predictive accuracy of classic regressions and machine learning appro...

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Bibliographic Details
Main Authors: George Bouliotis, M. Underwood, R. Froud
Format: Article
Language:English
Published: BMC 2024-11-01
Series:BMC Medical Research Methodology
Subjects:
Online Access:https://doi.org/10.1186/s12874-024-02390-4
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