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Re-evaluation of the comparative effectiveness of bootstrap-based optimism correction methods in the development of multivariable clinical prediction models

BACKGROUND: Multivariable prediction models are important statistical tools for providing synthetic diagnosis and prognostic algorithms based on patients’ multiple characteristics. Their apparent measures for predictive accuracy usually have overestimation biases (known as ‘optimism’) relative to th...

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Detalles Bibliográficos
Autores principales: Iba, Katsuhiro, Shinozaki, Tomohiro, Maruo, Kazushi, Noma, Hisashi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7789544/
https://www.ncbi.nlm.nih.gov/pubmed/33413132
http://dx.doi.org/10.1186/s12874-020-01201-w