Variance Inference Beyond the Sandwich for Asymptotically Linear Estimators with Second-Order Remainders

Lin Li, Pengcheng Wu

Semiparametric estimators admitting a von Mises expansion often reduce inference to the influence-function variance. This reduction is justified when the second-order remainder is…