2022
Semiparametric causal sufficient dimension reduction of multidimensional treatments
UAI 2022poster
Cause-effect relationships are typically evaluated by comparing outcome responses to binary treatment values, representing two arms of a hypothetical randomized controlled trial. However, in certain applications, treatments of interest are continuous and multidimensional. For example, understanding…