Double Cross-fit Doubly Robust Estimators: Beyond Series Regression

Alec McClean, Sivaraman Balakrishnan, Edward H. Kennedy +1

Doubly robust estimators with cross-fitting have gained popularity in causal inference due to their favorable structure-agnostic error guarantees. However, when additional structur…