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Comparing methods for risk prediction of multicategory outcomes: dichotomized logistic regression vs. multinomial logit regression

Abstract Background Medical outcomes of interest to clinicians may have multiple categories. Researchers face several options for risk prediction of such outcomes, including dichotomized logistic regression and multinomial logit regression modeling. We aimed to compare these methods and provide guid...

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Wedi'i Gadw mewn:
Prif Awduron: Lei Li, Matthew A. Rysavy, Georgiy Bobashev, Abhik Das
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BMC 2024-10-01
Cyfres:BMC Medical Research Methodology
Pynciau:
Risk prediction
Multicategory outcome
Discrimination
Calibration
Competing risks
Preterm infant (limit: 3–10)
Mynediad Ar-lein:https://doi.org/10.1186/s12874-024-02389-x
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