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netReg: network-regularized linear models for biological association studies.

Simon DirmeierChristiane FuchsNikola S. MüllerFabian J. Theis
Published in: Bioinform. (2018)
Keyphrases
  • linear models
  • variable selection
  • linear model
  • gaussian processes
  • data sets
  • decision trees
  • high dimensional
  • model selection
  • cross validation
  • gaussian process
  • genome wide
  • single nucleotide polymorphisms