Simulation studies of conditional local independence testing based on debiased machine learning. Reproduces the results reported in: https://arxiv.org/abs/2203.13559
The code utilizes the BoXHED estimator, specifically the version:
- Clone this repository and clone the above BoXHED repository into the main folder.
- Follow instructions on BoXHED setup
- Activate boxhed environment and run:
python run_simulations.py
Options for simulation settings are --file_save_path --sample_sizes --repetitions --same_kernels --kernels --betas --alternatives --store_sample_paths
- Script for generating the plots will be available soon