Cross-Fitting and Fast Remainder Rates for Semiparametric Estimation

Whitney K. Newey, James R. Robins

There are many interesting and widely used estimators of a functional with finite semiparametric variance bound that depend on nonparametric estimators of nuisance functions. We us…