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empirical p-values for glmnet multivariate results

Open mschubert opened this issue 8 years ago • 1 comments

prerequesites

  • [x] map all scores to specific set of pathways
  • [x] use same pathway set input for glmnet

kinds of models

  • [x] pathways
  • [x] mutations and pathways as one input (to compare mut to pathways)
  • [x] mutations + pathways (as in, formula syntax - to compare which pathways add most on top)

generation of null models

  • [x] null models: 100 repetitions, shuffled labels
  • [x] null models: 1000 repetitions, shuffled labels
  • [x] real model: one repetition

calc

  • [x] empirical p-values for models
  • [ ] bar plots for best models (as defined with p-val)

mschubert avatar Aug 02 '15 23:08 mschubert