Covariate Adjustment in Randomized Experiments Motivated by Higher-Order Influence Functions

Sihui Zhao, Xinbo Wang, Lin Liu +1

Higher-Order Influence Functions (HOIF), developed in a series of papers over the past twenty years, are a fundamental theoretical device for constructing rate-optimal causal-effec…