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The use of one-stage meta-analytic method based on individual participant data for binary adverse events under the rule of three: a simulation study.

Liang-Liang ChengKe JuRui-Lie CaiChang Xu
Published in: PeerJ (2019)
The MVCL "one-stage" IPD meta-analysis is a useful method to handle binary rare events and superior compared to traditional methods under the rule of three. Further meta-analyses may take account of the "one-stage" IPD method for pooling rare event data.
Keyphrases
  • meta analyses
  • systematic review
  • electronic health record
  • big data
  • randomized controlled trial
  • machine learning
  • artificial intelligence
  • case control