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PaIRKAT: A pathway integrated regression-based kernel association test with applications to metabolomics and COPD phenotypes.

Charlie M. CarpenterWeiming ZhangLucas GillenwaterCameron SevernTusharkanti GhoshRussell BowlerKaterina KechrisDebashis Ghosh
Published in: PLoS Comput. Biol. (2021)
Keyphrases
  • complex diseases
  • data sets
  • feature space
  • test cases
  • kernel methods
  • transcriptional regulatory
  • machine learning
  • data analysis
  • regression model
  • component analysis