Disentangled Double Machine Learning for Accurate Causal Effect Estimation

Guodu Xiang, Kui Yu, Yujie Wang +3

Confounding bias is a key challenge in causal effect estimation from observational data. Double Machine Learning (DML) addresses this issue by estimating treatment and outcome nuis…