Causal rule ensemble method for estimating heterogeneous treatment effect with consideration of main effects

Mayu Hiraishi, Ke Wan, Kensuke Tanioka +2

This study proposes a novel framework based on the RuleFit method to estimate Heterogeneous Treatment Effect (HTE) in a randomized clinical trial. To achieve this, we adopted S-lea…