Steven Siwei Ye, Yanzhen Chen, Oscar Hernan Madrid Padilla. "2D score based estimation of heterogeneous treatment effects." Journal of Causal Inference, Vol. 11, No. 1, 1-26, 2023.
- our proposed score-based method: for both low-dimensional data estimation and high-dimensional data estimation
- endogeneous stratification
- propensity-score matching (PSM)
- prognostic-score matching
- simulation experiments (Scenarios 1-7)
- bootstrap simulations
- real data analysis