Data-driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls

Erich Kummerfeld, Jaewon Lim, Xu Shi. Data-driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls. Journal of Machine Learning Research, 25, 2024. [doi]

@article{KummerfeldLS24,
  title = {Data-driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls},
  author = {Erich Kummerfeld and Jaewon Lim and Xu Shi},
  year = {2024},
  url = {https://jmlr.org/papers/v25/22-1062.html},
  researchr = {https://researchr.org/publication/KummerfeldLS24},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {25},
}