New $\sqrt{n}$-consistent, numerically stable higher-order influence function estimators

Lin Liu, Chang Li

Higher-Order Influence Functions (HOIFs) provide a unified theory for constructing rate-optimal estimators for a large class of low-dimensional (smooth) statistical functionals/par…