Causal Optimal Transport for Treatment Effect Estimation
Causal Optimal Transport for Treatment Effect Estimation
Treatment effect estimation helps answer questions, such as whether a specific treatment affects the outcome of interest. One fundamental issue in this research is to alleviate the treatment assignment bias among those treated units and controlled units. Classical causal inference methods resort to the propensity score estimation, which unfortunately tends …