Code for paper "Combining Doubly Robust Methods and Machine Learning for Estimating Average Treatment Effects for Observational Real-world Data". (Link to paper)
The main function is the script_sim.R
under the main directory. Other wrapper functions are in the myfuns
folder. script_sim.R
calls functions in the myfuns
folder.
Please cite our paper if you find this repository useful.
@misc{tan2024combining,
title={Combining Doubly Robust Methods and Machine Learning for Estimating Average Treatment Effects for Observational Real-world Data},
author={Xiaoqing Tan and Shu Yang and Wenyu Ye and Douglas E. Faries and Ilya Lipkovich and Zbigniew Kadziola},
year={2024},
eprint={2204.10969},
archivePrefix={arXiv},
primaryClass={stat.ME}
}