Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score

Muxuan Liang, Young-Geun Choi, Yang Ning, Maureen A. Smith, Ying-Qi Zhao. Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score. Journal of Machine Learning Research, 23, 2022. [doi]

@article{LiangCNSZ22,
  title = {Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score},
  author = {Muxuan Liang and Young-Geun Choi and Yang Ning and Maureen A. Smith and Ying-Qi Zhao},
  year = {2022},
  url = {http://jmlr.org/papers/v23/21-0993.html},
  researchr = {https://researchr.org/publication/LiangCNSZ22},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {23},
}