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MetSizeR: selecting the optimal sample size for metabolomic studies using an analysis based approach.

Gift NyamundandaIsobel Claire GormleyYue FanWilliam M. GallagherLorraine Brennan
Published in: BMC Bioinform. (2013)
Keyphrases
  • sample size
  • random sampling
  • experimental design
  • pac learning
  • data mining
  • machine learning
  • data analysis
  • worst case
  • model selection
  • covariance matrix
  • upper bound
  • generalization error
  • small sample