Citing

Please cite our work if you use this package:

@article{karlsson2023detecting,
  title={Detecting hidden confounding in observational data using multiple environments},
  author={Karlsson, Rickard and Krijthe, Jesse H},
  journal={Advances in Neural Information Processing Systems},
  volume={36},
  pages={44280--44309},
  year={2023}
}

@inproceedings{karlsson2025falsification,
  title={Falsification of Unconfoundedness by Testing Independence of Causal Mechanisms},
  author={Karlsson, Rickard and Krijthe, Jesse H},
  booktitle={International Conference on Machine Learning},
  organization={PMLR},
  year={2025},
}