4.7 Article

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

期刊

BMJ-BRITISH MEDICAL JOURNAL
卷 351, 期 -, 页码 -

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BMJ PUBLISHING GROUP
DOI: 10.1136/bmj.h3868

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资金

  1. UK Medical Research Council [MR/J013692/1]
  2. MRC [U105260558]
  3. Medical Research Council [MR/J013692/1, MC_U105260558] Funding Source: researchfish
  4. National Institute for Health Research [NF-SI-0611-10210] Funding Source: researchfish
  5. MRC [MC_U105260558, MR/J013692/1] Funding Source: UKRI

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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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