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Review and evaluation of penalised regression methods for risk prediction in low‐dimensional data with few events

Risk prediction models are used to predict a clinical outcome for patients using a set of predictors. We focus on predicting low‐dimensional binary outcomes typically arising in epidemiology, health services and public health research where logistic regression is commonly used. When the number of ev...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Stat Med
Main Authors: Pavlou, Menelaos, Ambler, Gareth, Seaman, Shaun, De Iorio, Maria, Omar, Rumana Z
Format: Artigo
Jezik:Inglês
Izdano: John Wiley and Sons Inc. 2015
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4982098/
https://ncbi.nlm.nih.gov/pubmed/26514699
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6782
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