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Estimation and testing for the effect of a genetic pathway on a disease outcome using logistic kernel machine regression via logistic mixed models.

Dawei LiuDebashis GhoshXihong Lin
Published in: BMC Bioinform. (2008)
Keyphrases
  • model selection
  • regression model
  • density estimation
  • machine learning
  • prior knowledge
  • probabilistic model
  • support vector regression
  • gaussian processes