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Covariate balancing using the integral probability metric for causal inference
However, the existing weighting methods have desirable theoretical properties only when a certain model, either the propensity score or outcome regression model, is correctly specified.
Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects
In health and social sciences, it is critically important to identify subgroups of the study population where there is notable heterogeneity of treatment effects (HTE) with respect to the population average.
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