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Code for reproducing results in "A nonparametric framework for treatment effect modifier discovery in high dimensions"

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Code for "A nonparametric framework for treatment effect modifier discovery in high dimensions"

This repository is organized as follows:

  • simulations/: materials for reproducing the simulation study.
  • application/: materials for reproducing the FinHER clinical trial analysis.

The simulation results can be reproduced by running simulations/meals_obs-continuous.R, simulations/R/meals_obs-binary.R and simulations/R/meals_rct-survival.R. We recommend using high performance computing (HPC) environment. Mock bash scripts are made available in simulations/slurm/ for use with an HPC environment using SLURM workload manager.

The FinHER clinical trial data analysis can be performed by running application/R/analysis.Rmd.

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Code for reproducing results in "A nonparametric framework for treatment effect modifier discovery in high dimensions"

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