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Correcting for Optimistic Prediction in Small Data Sets

The C statistic is a commonly reported measure of screening test performance. Optimistic estimation of the C statistic is a frequent problem because of overfitting of statistical models in small data sets, and methods exist to correct for this issue. However, many studies do not use such methods, an...

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Detalhes bibliográficos
Main Authors: Smith, Gordon C. S., Seaman, Shaun R., Wood, Angela M., Royston, Patrick, White, Ian R.
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4108045/
https://ncbi.nlm.nih.gov/pubmed/24966219
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/aje/kwu140
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