Citing this package#

If you find DoWhy useful for your work, please cite both of the following two references:

  • Amit Sharma, Emre Kiciman. DoWhy: An End-to-End Library for Causal Inference. 2020. https://arxiv.org/abs/2011.04216

  • Patrick Blöbaum, Peter Götz, Kailash Budhathoki, Atalanti A. Mastakouri, Dominik Janzing. DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models. 2024. MLOSS 25(147):1−7. https://jmlr.org/papers/v25/22-1258.html

Bibtex:

@article{dowhy,
  title={DoWhy: An End-to-End Library for Causal Inference},
  author={Sharma, Amit and Kiciman, Emre},
  journal={arXiv preprint arXiv:2011.04216},
  year={2020}
}

@article{JMLR:v25:22-1258,
author  = {Patrick Bl{{\"o}}baum and Peter G{{\"o}}tz and Kailash Budhathoki and Atalanti A. Mastakouri and Dominik Janzing},
title   = {DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models},
journal = {Journal of Machine Learning Research},
year    = {2024},
volume  = {25},
number  = {147},
pages   = {1--7},
url     = {http://jmlr.org/papers/v25/22-1258.html}
}