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How to develop a more accurate risk prediction model when there are few events

When the number of events is low relative to the number of predictors, standard regression could produce overfitted risk models that make inaccurate predictions. Use of penalised regression may improve the accuracy of risk prediction

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Dettagli Bibliografici
Pubblicato in:BMJ
Autori principali: Pavlou, Menelaos, Ambler, Gareth, Seaman, Shaun R, Guttmann, Oliver, Elliott, Perry, King, Michael, Omar, Rumana Z
Natura: Artigo
Lingua:Inglês
Pubblicazione: BMJ Publishing Group Ltd. 2015
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4531311/
https://ncbi.nlm.nih.gov/pubmed/26264962
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/bmj.h3868
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