C-Learner: Constrained Learning for Causal Inference

Tiffany Tianhui Cai, Yuri Fonseca, Kaiwen Hou +1

Debiasing methods such as augmented inverse propensity weighting (AIPW), and targeted maximum likelihood estimation (TMLE) enjoy asymptotic properties like semiparametric efficienc…