This repository contains the code to reproduce the numerical results in our paper: Searching for consistent associations with a multi-environment knockoff filter.
https://arxiv.org/abs/2106.04118
- MEKF/: contains the main functions that implement the multi-environment knockoff filter for consistency testing, partial consistency testing and transfer learning.
- examples/: contains examples that demonstrate the usage of the functions.
- experiments/: contains the code to reproduce the numerical results in our paper.
- results_ukb/: contains list of consistent discoveries for UK Biobank phenotypes, at different levels of resolution.