C-Learner: Constrained Learning for Causal Inference

Tiffany Tianhui Cai, Yuri Fonseca, Kaiwen Hou +1

Popular debiased estimation methods for causal inference -- such as augmented inverse propensity weighting and targeted maximum likelihood estimation -- enjoy desirable asymptotic…